<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
<url><loc>https://korshunov.ai/zh-hans/article/11517-ce-shi-shi-kuo-zhan-ti-sheng-liao-xiao-xing-vlmde-duo-yu-yan-shi-jue-duo-xuan-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>测试时扩展提升了小型VLM的多语言视觉多选题表现</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11517-test-time-scaling-improves-multilingual-visual-mcq-for-small-vlms/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>Test-time scaling improves multilingual visual MCQ for small VLMs</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11517-masshtabirovanie-vo-vremia-testirovaniia-uluchshaet-mnogoiazychnye-vizualnye-mcq/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>Масштабирование во время тестирования улучшает многоязычные визуальные MCQ для малых VLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11517-el-escalado-en-tiempo-de-prueba-mejora-las-preguntas-de-opcion-multiple-visual/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>El escalado en tiempo de prueba mejora las preguntas de opción múltiple visual multilingüe para pequeños VLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11517-escalacao-em-tempo-de-teste-melhora-mcq-visual-multilingue-para-pequenos-vlms/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>Escalação em tempo de teste melhora MCQ visual multilíngue para pequenos VLMs</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11517-ttestt-ttaaim-skeling-chotte-vlms-ke-lie-bhubhaassii-drshy-mcq-ko-behtr-bnaataa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>टेस्ट-टाइम स्केलिंग छोटे VLMs के लिए बहुभाषी दृश्य MCQ को बेहतर बनाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11517-tesutoshi-nosuke-rinkuhaxiao-gui-mo-vlmnoduo-yan-yu-shi-jue-mcqwogai-shan-suru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>テスト時のスケーリングは小規模VLMの多言語視覚MCQを改善する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11517-teseuteu-taim-seukeilringeun-sogyumo-vlmyi-dagugeo-sigagjeog-mcqreul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>테스트 타임 스케일링은 소규모 VLM의 다국어 시각적 MCQ를 개선합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11517-le-mise-a-l-echelle-au-moment-du-test-ameliore-le-qcm-visuel-multilingue-pour/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>Le mise à l'échelle au moment du test améliore le QCM visuel multilingue pour les petits VLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11517-skala-waktu-pengujian-meningkatkan-mcq-visual-multibahasa-untuk-vlm-kecil/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>Skala waktu pengujian meningkatkan MCQ visual multibahasa untuk VLM kecil</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11517-twsy-lntq-thn-lkhtbr-yhsn-lsyl-lmwdw-y-lbsry-mt-dd-llgt-llnmdhj-lsgyr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T04:56:43.083904+00:00</news:publication_date><news:title>توسيع النطاق أثناء الاختبار يحسن الأسئلة الموضوعية البصرية متعددة اللغات للنماذج الصغيرة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11516-information-floors-in-language-models-forbid-neural-collapse/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>Information floors in language models forbid neural collapse</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11516-informatsionnye-poly-v-iazykovykh-modeliakh-zapreshchaiut-neironnyi-kollaps/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>Информационные полы в языковых моделях запрещают нейронный коллапс</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11516-yu-yan-mo-xing-zhong-de-xin-xi-xia-xian-jin-zhi-shen-jing-tan-suo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>语言模型中的信息下限禁止神经坍缩</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11516-los-suelos-de-informacion-en-modelos-linguisticos-prohiben-el-colapso-neural/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>Los suelos de información en modelos lingüísticos prohíben el colapso neural</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11516-pisos-de-informacao-em-modelos-linguisticos-proibem-o-colapso-neural/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>Pisos de informação em modelos linguísticos proíbem o colapso neural</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11516-bhaassaa-monddlon-men-jaankaarii-kii-tlhttii-nyuurl-kolaaps-ko-prtibndhit-krtii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>भाषा मॉडलों में जानकारी की तलहटी न्यूरल कोलाप्स को प्रतिबंधित करती है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11516-yan-yu-moterunoqing-bao-chuang-haniyu-rarukorahusuwojin-zhi-suru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>言語モデルの情報床はニューラルコラプスを禁止する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11516-eoneo-modelyi-jeongbo-badageun-nyureol-kolraebseureul-geumjihanda/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>언어 모델의 정보 바닥은 뉴럴 콜랩스를 금지한다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11516-les-planchers-d-information-dans-les-modeles-linguistiques-interdisent-l/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>Les planchers d'information dans les modèles linguistiques interdisent l'effondrement neuronal</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11516-lantai-informasi-dalam-model-bahasa-melarang-keruntuhan-saraf/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>Lantai informasi dalam model bahasa melarang keruntuhan saraf</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11516-rdyt-lm-lwmt-fy-nmdhj-llg-tmn-lnhyr-l-sby/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T04:41:12.827831+00:00</news:publication_date><news:title>أرضيات المعلومات في نماذج اللغة تمنع الانهيار العصبي</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11515-phorensik-lekhktaa-styaapn-ke-lie-saamaanyiikrnn-aadhaarit-snbhaavytaa-anupaat/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>फोरेंसिक लेखकता सत्यापन के लिए सामान्यीकरण-आधारित संभाव्यता अनुपात अनुमान</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11515-normalisation-based-likelihood-ratio-estimation-for-forensic-authorship/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>Normalisation-Based Likelihood Ratio Estimation for Forensic Authorship Verification</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11515-otsenka-otnosheniia-pravdopodobiia-na-osnove-normalizatsii-dlia-sudebno/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>Оценка отношения правдоподобия на основе нормализации для судебно-авторского верифицирования</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11515-estimacion-de-la-razon-de-verosimilitud-basada-en-normalizacion-para-la-forense/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>Estimación de la razón de verosimilitud basada en normalización para la verificación forense de autoría</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11515-ji-yu-gui-yi-hua-de-si-ran-bi-gu-ji-yong-yu-fa-yi-zuo-zhe-shen-fen-yan-zheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>基于归一化的似然比估计用于法医作者身份验证</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11515-estimativa-de-razao-de-verossimilhanca-baseada-em-normalizacao-para-verificacao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>Estimativa de Razão de Verossimilhança Baseada em Normalização para Verificação Forense de Autoria</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11515-jian-bie-bi-ji-jian-zheng-notamenozheng-gui-hua-he-sunoyou-du-bi-tui-ding/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>鑑別筆跡検証のための正規化ベースの尤度比推定</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11515-beobjeog-jagja-hwagineul-wihan-jeonggyuhwa-giban-udobi-cujeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>법적 작자 확인을 위한 정규화 기반 우도비 추정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11515-estimation-du-rapport-de-vraisemblance-par-normalisation-pour-la-verification-d/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>Estimation du rapport de vraisemblance par normalisation pour la vérification d'auteur forensique</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11515-estimasi-rasio-likelihood-berbasis-normalisasi-untuk-verifikasi-penulis-forensik/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>Estimasi Rasio Likelihood Berbasis Normalisasi untuk Verifikasi Penulis Forensik</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11515-tqdyr-nsb-lhtmly-lqym-l-lttby-llthqq-mn-lmwlf-ljnyy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T04:32:50.670037+00:00</news:publication_date><news:title>تقدير نسبة الاحتمالية القائم على التطبيع للتحقق من المؤلف الجنائي</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11647-reddityu-sa-googlekao-hunso-suaikarali-yi-wode-ruhekitatozhu-zhang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>Redditユーザー、GoogleがオープンソースAIから利益を得るべきだと主張</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11647-un-usuario-de-reddit-argumenta-que-google-deberia-obtener-beneficios-del-ia-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>Un usuario de Reddit argumenta que Google debería obtener beneficios del IA de código abierto</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11647-reddityong-hu-ren-wei-googleying-cong-kai-yuan-aizhong-huo-li/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>Reddit用户认为Google应从开源AI中获利</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11647-usuario-do-reddit-argumenta-que-google-deve-lucrar-com-ia-de-codigo-aberto/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>Usuário do Reddit argumenta que Google deve lucrar com IA de código aberto</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11647-redditt-upyogkrtaa-trk-detaa-hai-ki-google-ko-opn-sors-ai-se-laabh-kmaanaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>रेडिट उपयोगकर्ता तर्क देता है कि Google को ओपन सोर्स AI से लाभ कमाना चाहिए</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11647-redis-sayongja-gugeuli-opeunsoseu-aieseo-suigeul-naeya-handago-jujang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>레딧 사용자, 구글이 오픈소스 AI에서 수익을 내야 한다고 주장</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11647-un-utilisateur-de-reddit-argue-que-google-devrait-tirer-profit-de-l-ia-open/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>Un utilisateur de Reddit argue que Google devrait tirer profit de l'IA open source</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11647-pengguna-reddit-berargumen-google-harus-mendapat-untung-dari-ai-open-source/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>Pengguna Reddit berargumen Google harus mendapat untung dari AI open source</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11647-reddit-user-argues-google-should-profit-from-open-source-ai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>Reddit user argues Google should profit from open source AI</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11647-polzovatel-reddit-schitaet-chto-google-dolzhen-zarabatyvat-na-otkrytom-ii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>Пользователь Reddit считает, что Google должен зарабатывать на открытом ИИ</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11647-mstkhdm-rdyt-yjdl-bn-jwjl-yjb-n-thqq-rbhan-mn-ldhk-lstn-y-mftwh-lmsdr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T04:23:46.417229+00:00</news:publication_date><news:title>مستخدم رديت يجادل بأن جوجل يجب أن تحقق أرباحًا من الذكاء الاصطناعي مفتوح المصدر</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11514-freya-tts-releases-tokenizer-free-turkish-tts-model-with-8-0-wer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS releases tokenizer-free Turkish TTS model with 8.0% WER</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11514-freya-tts-vypuskaet-model-turetskogo-sinteza-rechi-bez-tokenizatora-s-wer-80/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS выпускает модель турецкого синтеза речи без токенизатора с WER 8,0%</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11514-freya-tts-lanza-un-modelo-de-tts-turco-sin-tokenizador-con-wer-del-80/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS lanza un modelo de TTS turco sin tokenizador con WER del 8,0%</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11514-freya-tts-fa-bu-wu-fen-ci-qi-tu-er-qi-yu-yin-he-cheng-mo-xing-wer-wei-8-0/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS 发布无分词器土耳其语音合成模型，WER 为 8.0%</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11514-freya-tts-lanca-modelo-de-tts-turco-sem-tokenizador-com-wer-de-80/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS lança modelo de TTS turco sem tokenizador com WER de 8,0%</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11514-freya-tts-ne-8-0-wer-ke-saath-ttoknaaijr-mukt-turkii-tts-monddl-jaarii-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS ने 8.0% WER के साथ टोकनाइज़र-मुक्त तुर्की TTS मॉडल जारी किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11514-freya-ttskato-kunaisa-bu-yao-notorukoyu-ttsmoteruwo8-0-wertegong-kai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTSがトークナイザー不要のトルコ語TTSモデルを8.0% WERで公開</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11514-freya-tts-tokeunaijeo-eobsneun-teokieo-tts-model-gonggae-8-0-wer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS, 토크나이저 없는 터키어 TTS 모델 공개 (8.0% WER)</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11514-freya-tts-publie-un-modele-tts-turc-sans-tokenizeur-avec-un-wer-de-80/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS publie un modèle TTS turc sans tokenizeur avec un WER de 8,0 %</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11514-freya-tts-merilis-model-tts-turki-tanpa-tokenizer-dengan-wer-80/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>Freya-TTS merilis model TTS Turki tanpa tokenizer dengan WER 8,0%</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11514-tlq-freya-tts-lnmwdhj-thwyl-lns-l-klm-trky-bdwn-mwhd-rmwz-bm-dl-kht-klm-8-0/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T04:17:24.930951+00:00</news:publication_date><news:title>إطلاق Freya-TTS لنموذج تحويل النص إلى كلام تركي بدون موحد رموز بمعدل خطأ كلمة 8.0%</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11513-kua-yu-yan-xi-yu-biao-da-de-gai-nian-wang-luo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>跨语言习语表达的概念网络</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11513-conceptual-networks-for-cross-linguistic-idiomatic-expressions/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>Conceptual Networks for Cross-Linguistic Idiomatic Expressions</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11513-kontseptualnye-seti-dlia-idiomaticheskikh-vyrazhenii-v-raznykh-iazykakh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>Концептуальные сети для идиоматических выражений в разных языках</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11513-redes-conceptuales-para-expresiones-idiomaticas-transculturales/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>Redes conceptuales para expresiones idiomáticas transculturales</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11513-redes-conceituais-para-expressoes-idiomaticas-interlinguisticas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>Redes conceituais para expressões idiomáticas interlinguísticas</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11513-antr-bhaassik-muhaavron-ke-lie-avdhaarnnaatmk-nettvrk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>अंतर-भाषिक मुहावरों के लिए अवधारणात्मक नेटवर्क</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11513-duo-yan-yu-de-guan-yong-biao-xian-notamenogai-nian-de-netsutowa-ku/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>多言語的慣用表現のための概念的ネットワーク</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11513-gyoca-eoneojeog-gwanyong-pyohyeoneul-wihan-gaenyeomjeog-neteuweokeu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>교차 언어적 관용 표현을 위한 개념적 네트워크</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11513-reseaux-conceptuels-pour-les-expressions-idiomatiques-interlinguistiques/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>Réseaux conceptuels pour les expressions idiomatiques interlinguistiques</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11513-jaringan-konseptual-untuk-ekspresi-idiomatik-lintas-bahasa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>Jaringan Konseptual untuk Ekspresi Idiomatik Lintas-Bahasa</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11513-shbkt-mfhwmy-llt-byrt-lstlhy-br-llgt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T04:08:24.983825+00:00</news:publication_date><news:title>شبكات مفهومية للتعبيرات الاصطلاحية عبر اللغات</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11512-tokenizer-transplantation-mitigates-autoregressive-collapse-in-edge-efficient/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>Tokenizer transplantation mitigates autoregressive collapse in edge-efficient Bengali ASR</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11512-fen-ci-qi-yi-zhi-huan-jie-bian-yuan-gao-xiao-meng-jia-la-yu-yu-yin-shi-bie-zhong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>分词器移植缓解边缘高效孟加拉语语音识别中的自回归崩溃</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11512-transplante-de-tokenizadores-mitiga-colapso-autoregressivo-em-asr-bengali-para/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>Transplante de tokenizadores mitiga colapso autoregressivo em ASR bengali eficiente para borda</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11512-ttoknaaijr-ttraansplaantteshn-ej-ephishientt-bngaalii-asr-men-onttoregresiv-ko/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>टोकनाइज़र ट्रांसप्लांटेशन एज-एफिशिएंट बंगाली ASR में ऑटोरेग्रेसिव कोलाप्स को कम करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11512-to-kunaisa-noyi-zhi-haetsushixiao-lu-noliang-ihenkaruyu-asrniokeruzi-ji-hui-gui/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>トークナイザーの移植はエッジ効率の良いベンガル語ASRにおける自己回帰的崩壊を緩和する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11512-transplantatsiia-tokenizatorov-smiagchaet-avtoregressionnyi-kollaps-v-dlia-asr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>Трансплантация токенизаторов смягчает авторегрессионный коллапс в эффективной для периферии бенгальской ASR</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11512-la-trasplante-de-tokenizadores-mitiga-el-colapso-autoregresivo-en-asr-bengali/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>La trasplante de tokenizadores mitiga el colapso autoregresivo en ASR bengalí eficiente para dispositivos periféricos</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11512-tokeunaijeo-isigeun-eji-hyoyuljeogin-benggoleo-asreseo-jagihoegwijeog/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>토크나이저 이식은 에지 효율적인 벵골어 ASR에서 자기회귀적 붕괴를 완화합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11512-la-transplantation-de-tokenizers-attenue-l-effondrement-autoregressif-dans-l-asr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>La transplantation de tokenizers atténue l'effondrement autoregressif dans l'ASR bengali efficace en périphérie</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11512-transplantasi-tokenizator-meredam-keruntuhan-autoregresif-pada-asr-bengali-yang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>Transplantasi tokenizator meredam keruntuhan autoregresif pada ASR Bengali yang efisien di tepi</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11512-nql-lmhwwl-yqll-mn-lnhyr-ldhty-lrtddy-fy-lt-rf-l-lklm-lbngly-lf-l-l-lhf/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T04:00:31.137162+00:00</news:publication_date><news:title>نقل المحوّل يقلل من الانهيار الذاتي الارتدادي في التعرف على الكلام البنغالي الفعال على الحافة</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11511-agora-shi-yong-ji-yu-pai-mai-de-ren-wu-fen-pei-lai-zeng-qiang-llm-dai-li-de-tui/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora 使用基于拍卖的任务分配来增强 LLM 代理的推理能力</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11511-agora-uses-auction-based-task-allocation-to-enhance-llm-agent-reasoning/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora uses auction-based task allocation to enhance LLM agent reasoning</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11511-agora-ispolzuet-raspredelenie-zadach-na-osnove-auktsiona-dlia-uluchsheniia-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora использует распределение задач на основе аукциона для улучшения рассуждений агентов LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11511-agora-utiliza-asignacion-de-tareas-basada-en-subastas-para-mejorar-el-de-agentes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora utiliza asignación de tareas basada en subastas para mejorar el razonamiento de agentes LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11511-agora-usa-alocacao-de-tarefas-baseada-em-leilao-para-aprimorar-o-raciocinio-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora usa alocação de tarefas baseada em leilão para aprimorar o raciocínio de agentes LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11511-agora-llm-ejentts-ke-trk-ko-bddhaane-ke-lie-niilnd-aadhaarit-kaary-aavnttn-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora LLM एजेंट्स के तर्क को बढ़ाने के लिए नीलंद-आधारित कार्य आवंटन का उपयोग करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11511-agorahao-kushiyonhe-sunotasukuge-ridang-teniyorillme-shientonotui-lun-woqiang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agoraはオークションベースのタスク割り当てによりLLMエージェントの推論を強化</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11511-agoraneun-gyeongmae-giban-jageob-haldangeul-tonghae-llm-eijeonteuyi-curoneul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora는 경매 기반 작업 할당을 통해 LLM 에이전트의 추론을 강화합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11511-agora-utilise-une-allocation-de-taches-par-encheres-pour-ameliorer-le-des-agents/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora utilise une allocation de tâches par enchères pour améliorer le raisonnement des agents LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11511-agora-menggunakan-alokasi-tugas-berbasis-lelang-untuk-meningkatkan-penalaran-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>Agora menggunakan alokasi tugas berbasis lelang untuk meningkatkan penalaran agen LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11511-tstkhdm-agora-tkhsys-lmhm-lqym-l-lmzd-lt-zyz-stdll-wkl-lnmdhj-llgwy-lkbyr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T03:52:27.136693+00:00</news:publication_date><news:title>تستخدم Agora تخصيص المهام القائم على المزاد لتعزيز استدلال وكلاء النماذج اللغوية الكبيرة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11510-real-time-sentence-level-sign-language-translation-on-raspberry-pi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Real-time sentence-level sign language translation on Raspberry Pi</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11510-traducao-de-lingua-de-sinais-em-nivel-de-sentenca-em-tempo-real-no-raspberry-pi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Tradução de língua de sinais em nível de sentença em tempo real no Raspberry Pi</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11510-zai-raspberry-pi-shang-shi-xian-shi-shi-ju-zi-ji-shou-yu-fan-yi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>在 Raspberry Pi 上实现实时句子级手语翻译</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11510-perevod-iazyka-zhestov-na-urovne-predlozhenii-v-realnom-vremeni-na-raspberry-pi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Перевод языка жестов на уровне предложений в реальном времени на Raspberry Pi</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11510-traduccion-de-lengua-de-senas-a-nivel-de-oracion-en-tiempo-real-en-raspberry-pi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Traducción de lengua de señas a nivel de oración en tiempo real en Raspberry Pi</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11510-raspberry-pi-pr-riyl-ttaaim-vaaky-str-kii-saanketik-bhaassaa-anuvaad/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Raspberry Pi पर रियल-टाइम वाक्य-स्तर की सांकेतिक भाषा अनुवाद</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11510-raspberry-pitenoriarutaimuwen-reherushou-hua-fan-yi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Raspberry Piでのリアルタイム文レベル手話翻訳</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11510-raspberry-pieseoyi-silsigan-mun-danwi-suhwa-beonyeog/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Raspberry Pi에서의 실시간 문 단위 수화 번역</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11510-traduction-en-temps-reel-de-phrases-en-langue-des-signes-sur-raspberry-pi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Traduction en temps réel de phrases en langue des signes sur Raspberry Pi</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11510-terjemahan-bahasa-isyarat-tingkat-kalimat-secara-real-time-di-raspberry-pi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>Terjemahan bahasa isyarat tingkat kalimat secara real-time di Raspberry Pi</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11510-trjm-lg-lshr-l-mstw-ljml-fy-lwqt-lf-ly-l-raspberry-pi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T03:45:39.828454+00:00</news:publication_date><news:title>ترجمة لغة الإشارة على مستوى الجملة في الوقت الفعلي على Raspberry Pi</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11509-task-specific-agents-with-confidence-calibration-win-qanta-2026/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>Task-specific agents with confidence calibration win QANTA 2026</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11509-spetsializirovannye-agenty-s-kalibrovkoi-uverennosti-pobezhdaiut-v-qanta-2026/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>Специализированные агенты с калибровкой уверенности побеждают в QANTA 2026</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11509-agentes-especificos-de-tarea-con-calibracion-de-confianza-ganan-qanta-2026/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>Agentes específicos de tarea con calibración de confianza ganan QANTA 2026</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11509-ju-you-zhi-xin-du-xiao-zhun-de-ren-wu-zhuan-yong-zhi-neng-ti-ying-de-qanta-2026/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>具有置信度校准的任务专用智能体赢得 QANTA 2026</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11509-agentes-especificos-de-tarefa-com-calibracao-de-confianca-vencem-o-qanta-2026/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>Agentes específicos de tarefa com calibração de confiança vencem o QANTA 2026</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11509-vishvaas-kailibreshn-ke-saath-kaary-vishisstt-ejentts-ne-qanta-2026-jiitaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>विश्वास कैलिब्रेशन के साथ कार्य-विशिष्ट एजेंट्स ने QANTA 2026 जीता</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11509-xin-lai-du-kiyarihure-shiyonfu-kitasukugu-you-e-shientokaqanta-2026tesheng-li/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>信頼度キャリブレーション付きタスク固有エージェントがQANTA 2026で勝利</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11509-sinroedo-bojeongi-jeogyongdoen-jageobbyeol-eijeonteuga-qanta-2026eseo-seungri/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>신뢰도 보정이 적용된 작업별 에이전트가 QANTA 2026에서 승리</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11509-des-agents-specifiques-a-la-tache-avec-calibration-de-confiance-remportent-qanta/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>Des agents spécifiques à la tâche avec calibration de confiance remportent QANTA 2026</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11509-agen-tugas-spesifik-dengan-kalibrasi-kepercayaan-menang-di-qanta-2026/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>Agen tugas-spesifik dengan kalibrasi kepercayaan menang di QANTA 2026</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11509-wkl-mhm-mhdd-m-m-yr-lthq-yfwzwn-fy-qanta-2026/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T03:38:01.075465+00:00</news:publication_date><news:title>وكلاء مهام محددة مع معايرة الثقة يفوزون في QANTA 2026</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11543-qmlx-fixes-3-bugs-to-make-qwen3-5-122b-long-context-inference-usable-on-mac/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX fixes 3 bugs to make Qwen3.5-122B long-context inference usable on Mac</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11543-qmlx-xiu-fu-liao-3-ge-cuo-wu-shi-qwen3-5-122b-zai-mac-shang-de-chang-shang-xia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX 修复了 3 个错误，使 Qwen3.5-122B 在 Mac 上的长上下文推理变得可用</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11543-qmlx-corrige-3-bugs-pour-rendre-l-inference-a-long-contexte-de-qwen3-5-122b-sur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX corrige 3 bugs pour rendre l'inférence à long contexte de Qwen3.5-122B utilisable sur Mac</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11543-qmlx-memperbaiki-3-bug-agar-inferensi-konteks-panjang-qwen3-5-122b-dapat-di-mac/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX memperbaiki 3 bug agar inferensi konteks panjang Qwen3.5-122B dapat digunakan di Mac</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11543-qmlx-ispravliaet-3-oshibki-chtoby-sdelat-dlinnokontekstnoe-inferens-qwen3-5-122b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX исправляет 3 ошибки, чтобы сделать длинноконтекстное инференс Qwen3.5-122B рабочим на Mac</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11543-qmlx-corrige-3-errores-para-hacer-usable-la-inferencia-de-contexto-largo-de-5-en/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX corrige 3 errores para hacer usable la inferencia de contexto largo de Qwen3.5-122B en Mac</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11543-qmlx-corrige-3-bugs-para-tornar-a-inferencia-de-contexto-longo-do-qwen3-5-122b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX corrige 3 bugs para tornar a inferência de contexto longo do Qwen3.5-122B utilizável no Mac</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11543-qmlx-ne-mac-pr-qwen3-5-122b-ke-lonng-konnttekstt-inphrens-ko-upyogii-bnaane-ke-3/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX ने Mac पर Qwen3.5-122B के लॉन्ग-कॉन्टेक्स्ट इन्फरेंस को उपयोगी बनाने के लिए 3 बग्स ठी किए</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11543-qmlxka3tsunohakuwoxiu-zheng-shi-mactenoqwen3-5-122bnochang-wen-kontekisutotui/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLXが3つのバグを修正し、MacでのQwen3.5-122Bの長文コンテキスト推論を実用化</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11543-qmlx-maceseo-qwen3-5-122byi-gin-keontegseuteu-curoneul-sayonghagi-wihae-3gaji/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>qMLX, Mac에서 Qwen3.5-122B의 긴 컨텍스트 추론을 사용하기 위해 3가지 버그 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11543-tslh-qmlx-thlth-kht-lj-l-lstdll-bsyq-twyl-l-qwen3-5-122b-qblan-llstkhdm-l-mac/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T03:30:43.097695+00:00</news:publication_date><news:title>تصلح qMLX ثلاثة أخطاء لجعل الاستدلال بسياق طويل لـ Qwen3.5-122B قابلاً للاستخدام على Mac</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11645-reddit-user-questions-practicality-and-security-of-using-openclaw-agents-in/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>Reddit user questions practicality and security of using OpenClaw agents in business</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11645-polzovatel-reddit-zadaetsia-voprosom-o-prakticheskoi-primenimosti-i-bezopasnosti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>Пользователь Reddit задаётся вопросом о практической применимости и безопасности использования агентов OpenClaw в бизнесе</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11645-usuario-de-reddit-cuestiona-la-practicidad-y-seguridad-de-usar-agentes-openclaw/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>Usuario de Reddit cuestiona la practicidad y seguridad de usar agentes OpenClaw en negocios</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11645-reddityong-hu-zhi-yi-zai-shang-ye-zhong-shi-yong-openclawdai-li-de-shi-yong-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>Reddit用户质疑在商业中使用OpenClaw代理的实用性和安全性</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11645-usuario-do-reddit-questiona-a-praticidade-e-seguranca-de-usar-agentes-openclaw/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>Usuário do Reddit questiona a praticidade e segurança de usar agentes OpenClaw em negócios</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11645-redis-sayongjaga-bijeuniseueseo-openclaw-eijeonteu-sayongyi-silyongseonggwa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>레딧 사용자가 비즈니스에서 OpenClaw 에이전트 사용의 실용성과 보안에 대해 질문</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11645-redditt-upyogkrtaa-vyaapaar-men-openclaw-ejentts-kaa-upyog-kii-vyaavhaariktaa-pr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>रेडिट उपयोगकर्ता व्यापार में OpenClaw एजेंट्स का उपयोग की व्यावहारिकता और सुरक्षा पर सवाल उठाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11645-reddityu-sa-kaopenclawe-shientonohishinesutenoshi-yong-xing-wen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>RedditユーザーがOpenClawエージェントのビジネスでの実用性とセキュリティについて質問</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11645-un-utilisateur-de-reddit-s-interroge-sur-la-praticite-et-la-securite-des-agents/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>Un utilisateur de Reddit s'interroge sur la praticité et la sécurité des agents OpenClaw en entreprise</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11645-pengguna-reddit-mempertanyakan-kepraktisan-dan-keamanan-penggunaan-agen-openclaw/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>Pengguna Reddit mempertanyakan kepraktisan dan keamanan penggunaan agen OpenClaw dalam bisnis</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11645-mstkhdm-rdyt-ytsl-n-mly-wmn-stkhdm-wkl-openclaw-fy-l-ml/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T03:21:40.745936+00:00</news:publication_date><news:title>مستخدم رديت يتساءل عن عملية وأمان استخدام وكلاء OpenClaw في الأعمال</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11646-reddit-discussion-compares-deepseek-v4-flash-and-mimo-2-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>Reddit discussion compares DeepSeek v4 Flash and Mimo 2.5</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11646-diskusi-reddit-membandingkan-deepseek-v4-flash-dan-mimo-2-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>Diskusi Reddit membandingkan DeepSeek v4 Flash dan Mimo 2.5</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11646-obsuzhdenie-na-reddit-sravnivaet-deepseek-v4-flash-i-mimo-2-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>Обсуждение на Reddit сравнивает DeepSeek v4 Flash и Mimo 2.5</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11646-la-discusion-de-reddit-compara-deepseek-v4-flash-y-mimo-2-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>La discusión de Reddit compara DeepSeek v4 Flash y Mimo 2.5</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11646-reddittao-lun-bi-jiao-deepseek-v4-flashhe-mimo-2-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>Reddit讨论比较DeepSeek v4 Flash和Mimo 2.5</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11646-discussao-no-reddit-compara-deepseek-v4-flash-e-mimo-2-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>Discussão no Reddit compara DeepSeek v4 Flash e Mimo 2.5</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11646-redditt-crcaa-deepseek-v4-flash-aur-mimo-2-5-kii-tulnaa-krtii-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>रेडिट चर्चा DeepSeek v4 Flash और Mimo 2.5 की तुलना करती है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11646-redditnoyi-lun-tedeepseek-v4-flashtomimo-2-5kabi-jiao-sareru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>Redditの議論でDeepSeek v4 FlashとMimo 2.5が比較される</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11646-redis-toroneseo-deepseek-v4-flashwa-mimo-2-5-bigyo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>레딧 토론에서 DeepSeek v4 Flash와 Mimo 2.5 비교</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11646-la-discussion-reddit-compare-deepseek-v4-flash-et-mimo-2-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>La discussion Reddit compare DeepSeek v4 Flash et Mimo 2.5</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11646-mnqsh-rdyt-tqrn-byn-deepseek-v4-flash-wmimo-2-5/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T03:16:19.055482+00:00</news:publication_date><news:title>مناقشة رديت تقارن بين DeepSeek v4 Flash وMimo 2.5</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11544-llama-cpp-b9982-fixes-per-request-reasoning-budget-overrides-in-chat-completions/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982 fixes per-request reasoning budget overrides in chat completions</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11544-llama-cpp-b9982-ispravliaet-pereopredelenie-biudzheta-rassuzhdenii-na-zapros-v/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982 исправляет переопределение бюджета рассуждений на запрос в чат-завершениях</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11544-llama-cpp-b9982-corrige-anulaciones-de-presupuesto-de-razonamiento-por-solicitud/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982 corrige anulaciones de presupuesto de razonamiento por solicitud en completados de chat</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11544-llama-cpp-b9982-xiu-fu-liao-liao-tian-bu-quan-zhong-mei-ge-qing-qiu-tui-li-yu-fu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982 修复了聊天补全中每个请求推理预算覆盖的问题</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11544-llama-cpp-b9982-corrige-substituicoes-de-orcamento-de-raciocinio-por-solicitacao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982 corrige substituições de orçamento de raciocínio por solicitação em conclusões de chat</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11544-llama-cpp-b9982-ne-caitt-puurnntaaon-men-prti-anurodh-trk-bjtt-ovrraaidd-ko/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982 ने चैट पूर्णताओं में प्रति-अनुरोध तर्क बजट ओवरराइड को ठीक किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11544-llama-cpp-b9982techiyatsutowan-liao-niokerurikuesutokotonotui-lun-yu-suan-noo-ha/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982でチャット完了におけるリクエストごとの推論予算のオーバーライドが修正される</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11544-llama-cpp-b9982eseo-caeting-wanryo-si-yoceongbyeol-curon-yesan-jaejeongyi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982에서 채팅 완료 시 요청별 추론 예산 재정의 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11544-llama-cpp-b9982-corrige-les-remplacements-de-budget-de-raisonnement-par-requete/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982 corrige les remplacements de budget de raisonnement par requête dans les complétions de chat</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11544-llama-cpp-b9982-memperbaiki-pengabaian-anggaran-penalaran-per-pemintaan-dalam/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>llama.cpp b9982 memperbaiki pengabaian anggaran penalaran per-pemintaan dalam penyelesaian chat</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11544-slh-llama-cpp-b9982-ltjwzt-myzny-lstdll-lkl-tlb-fy-kml-ldrdsh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T03:12:43.833837+00:00</news:publication_date><news:title>إصلاح llama.cpp b9982 لتجاوزات ميزانية الاستدلال لكل طلب في إكمال الدردشة</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11506-yong-hu-li-yong-yu-yan-shu-ju-dui-qwen-3-6-35b-jin-xing-wei-diao-yi-gai-shan-ji/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>用户利用寓言数据对 Qwen 3.6 35B 进行微调以改善基准测试</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11506-usuario-ajusta-finamente-o-qwen-3-6-35b-com-dados-de-fabulas-para-melhorar/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>Usuário ajusta finamente o Qwen 3.6 35B com dados de fábulas para melhorar benchmarks</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11506-upyogkrtaa-behtr-bencmaarks-ke-lie-phebl-ddettaa-ke-saath-qwen-3-6-35b-ko-phaain/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>उपयोगकर्ता बेहतर बेंचमार्क्स के लिए फेबल डेटा के साथ Qwen 3.6 35B को फाइन-ट्यून कर रहा है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11506-yu-sa-kaqwen3-6-27bwoyu-hua-te-tatehuainchiyu-ninkushihenchima-kuwogai-shan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>ユーザーがQwen3.6-27Bを寓話データでファインチューニングしベンチマークを改善</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11506-user-fine-tunes-qwen-3-6-35b-with-fable-data-for-improved-benchmarks/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>User fine-tunes Qwen 3.6 35B with fable data for improved benchmarks</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11506-polzovatel-doobuchaet-qwen-3-6-35b-na-dannykh-basen-dlia-uluchsheniia-rezultatov/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>Пользователь дообучает Qwen 3.6 35B на данных басен для улучшения результатов бенчмарков</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11506-un-usuario-ajusta-finamente-qwen-3-6-35b-con-datos-de-fabulas-para-mejorar/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>Un usuario ajusta finamente Qwen 3.6 35B con datos de fábulas para mejorar benchmarks</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11506-sayongjaga-qwen3-6-27breul-uhwa-deiteoro-paintyuninghayeo-bencimakeu-gaeseon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>사용자가 Qwen3.6-27B를 우화 데이터로 파인튜닝하여 벤치마크 개선</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11506-un-utilisateur-affine-le-modele-qwen3-6-27b-avec-des-donnees-de-fables-pour-les/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>Un utilisateur affine le modèle Qwen3.6-27B avec des données de fables pour améliorer les benchmarks</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11506-pengguna-melakukan-fine-tuning-qwen3-6-27b-dengan-data-fabel-untuk-meningkatkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>Pengguna melakukan fine-tuning Qwen3.6-27B dengan data fabel untuk meningkatkan benchmark</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11506-mstkhdm-yqwm-bdbt-nmwdhj-qwen3-6-27b-bdq-bstkhdm-bynt-lhkyt-lthsyn-ntyj-lkhtbrt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T02:25:50.431218+00:00</news:publication_date><news:title>مستخدم يقوم بضبط نموذج Qwen3.6-27B بدقة باستخدام بيانات الحكايات لتحسين نتائج الاختبارات</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11504-shot-scraper-1-11-adds-js-file-option-and-server-timeout/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 adds js-file option and server timeout</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11504-shot-scraper-1-11-dobavliaet-optsiiu-js-file-i-taimaut-servera/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 добавляет опцию js-file и таймаут сервера</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11504-shot-scraper-1-11-anade-opcion-js-file-y-tiempo-de-espera-del-servidor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 añade opción js-file y tiempo de espera del servidor</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11504-shot-scraper-1-11-xin-zeng-js-file-xuan-xiang-he-fu-wu-qi-chao-shi-she-zhi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 新增 js-file 选项和服务器超时设置</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11504-shot-scraper-1-11-adiciona-opcao-js-file-e-timeout-do-servidor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 adiciona opção js-file e timeout do servidor</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11504-shot-scraper-1-11-men-js-file-viklp-aur-srvr-ttaaimaautt-joddaa-gyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 में js-file विकल्प और सर्वर टाइमआउट जोड़ा गया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11504-shot-scraper-1-11kajs-fileohushiyontosa-ha-taimuautowozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11がjs-fileオプションとサーバータイムアウトを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11504-shot-scraper-1-11i-js-file-obsyeongwa-seobeo-taimauseul-cugahabnida/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11이 js-file 옵션과 서버 타임아웃을 추가합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11504-shot-scraper-1-11-ajoute-l-option-js-file-et-le-delai-d-attente-du-serveur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 ajoute l'option js-file et le délai d'attente du serveur</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11504-shot-scraper-1-11-menambahkan-opsi-js-file-dan-timeout-server/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 menambahkan opsi js-file dan timeout server</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11504-shot-scraper-1-11-ydyf-khyr-js-file-wmwqt-lkhdm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T02:19:48.809003+00:00</news:publication_date><news:title>shot-scraper 1.11 يضيف خيار js-file ومؤقت الخادم</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11505-critique-of-fine-tuning-on-summarized-sota-cot-traces/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>Critique of fine-tuning on summarized SOTA CoT traces</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11505-kritik-terhadap-fine-tuning-pada-jejak-cot-sota-yang-diringkas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>Kritik terhadap fine-tuning pada jejak CoT SOTA yang diringkas</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11505-yao-yue-saretasota-cottore-sutenohuainchiyu-ninkuhenopi-pan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>要約されたSOTA CoTトレースでのファインチューニングへの批判</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11505-kritika-doobucheniia-na-summarizirovannykh-trassakh-cot-sota/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>Критика дообучения на суммаризированных трассах CoT SOTA</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11505-critica-al-ajuste-fino-en-trazas-cot-sota-resumidas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>Crítica al ajuste fino en trazas CoT SOTA resumidas</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11505-dui-ji-yu-zhai-yao-sota-cotgui-ji-de-wei-diao-de-pi-ping/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>对基于摘要SOTA CoT轨迹的微调的批评</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11505-critica-ao-fine-tuning-em-traces-cot-sota-resumidos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>Crítica ao fine-tuning em traces CoT SOTA resumidos</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11505-saaraanshit-sota-cot-ttres-pr-phaain-ttyuuning-kii-aalocnaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>सारांशित SOTA CoT ट्रेस पर फाइन-ट्यूनिंग की आलोचना</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11505-yoyagdoen-sota-cot-teureiseue-daehan-paintyuning-bipan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>요약된 SOTA CoT 트레이스에 대한 파인튜닝 비판</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11505-critique-du-fine-tuning-sur-des-traces-cot-sota-resumees/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>Critique du fine-tuning sur des traces CoT SOTA résumées</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11505-nqd-ldbt-ldqyq-l-msrt-cot-sota-lmwjz/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T02:11:27.300925+00:00</news:publication_date><news:title>نقد الضبط الدقيق على مسارات CoT SOTA الموجزة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11503-simon-willison-argues-llm-agents-should-never-be-directly-responsible/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Simon Willison argues LLM agents should never be Directly Responsible Individuals</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11503-saaimn-vilisn-kaa-trk-hai-ki-llm-ejentts-kbhii-bhii-prtykss-ruup-se-jimmedaar/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>साइमन विलिसन का तर्क है कि LLM एजेंट्स कभी भी "प्रत्यक्ष रूप से जिम्मेदार व्यक्ति" (DRI) नहीं होने चाहिए</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11503-saimon-uillison-utverzhdaet-chto-agenty-llm-nikogda-ne-dolzhny-byt-litsami/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Саймон Уиллисон утверждает, что агенты LLM никогда не должны быть Непосредственно ответственными лицами</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11503-simon-willison-argumenta-que-los-agentes-llm-nunca-deberian-ser-individuos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Simon Willison argumenta que los agentes LLM nunca deberían ser Individuos Directamente Responsables</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11503-simon-willison-ren-wei-llm-dai-li-jue-bu-ying-cheng-wei-zhi-jie-ze-ren-ren/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Simon Willison 认为 LLM 代理绝不应成为直接责任人</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11503-simon-willison-argumenta-que-agentes-llm-nunca-devem-ser-individuos-diretamente/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Simon Willison argumenta que agentes LLM nunca devem ser Indivíduos Diretamente Responsáveis</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11503-simon-willisonshi-llme-shientokazhi-jie-ze-ren-zhe-dri-ninaruhekitehanaitozhu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Simon Willison氏、LLMエージェントが直接責任者(DRI)になるべきではないと主張</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11503-simon-willison-llm-eijeonteuneun-jigjeob-caegimja-dri-ga-doeeoseoneun-an-jujang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Simon Willison, LLM 에이전트는 직접 책임자(DRI)가 되어서는 안 된다고 주장</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11503-simon-willison-soutient-que-les-agents-llm-ne-devraient-jamais-etre-des/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Simon Willison soutient que les agents LLM ne devraient jamais être des Individus Directement Responsables</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11503-simon-willison-berargumen-bahwa-agen-llm-tidak-boleh-menjadi-individu-yang-jawab/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>Simon Willison berargumen bahwa agen LLM tidak boleh menjadi Individu yang Bertanggung Jawab Langsung</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11503-symwn-wylyswn-yjdl-bn-wkl-llm-l-ynbgy-n-ykwnw-mswwlyn-mbshryn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T02:02:56.475942+00:00</news:publication_date><news:title>سيمون ويليسون يجادل بأن وكلاء LLM لا ينبغي أن يكونوا مسؤولين مباشرين</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11501-llama-cpp-b9979-xiu-fu-liao-yin-qian-ru-nul-dao-zhi-de-jing-mo-ti-shi-jie-duan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 修复了因嵌入 NUL 导致的静默提示截断</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11501-llama-cpp-b9979-fixes-silent-prompt-truncation-on-embedded-nul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 fixes silent prompt truncation on embedded NUL</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11501-llama-cpp-b9979-ustraniaet-molchalivoe-usechenie-prompta-iz-za-vstroennykh-nul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 устраняет молчаливое усечение промпта из-за встроенных NUL</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11501-llama-cpp-b9979-corrige-el-truncamiento-silencioso-del-prompt-por-nul-incrustado/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 corrige el truncamiento silencioso del prompt por NUL incrustado</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11501-llama-cpp-b9979-corrige-truncamento-silencioso-de-prompt-por-nul-embutido/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 corrige truncamento silencioso de prompt por NUL embutido</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11501-llama-cpp-b9979-embeddedd-nul-ke-kaarnn-silent-pronmptt-ttrnkeshn-ko-tthiik-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 एम्बेडेड NUL के कारण सilent प्रॉम्प्ट ट्रंकेशन को ठीक करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11501-llama-cpp-b9979-kamai-meip-minulniyoruhuronhutonomo-shi-de-qie-rishe-tewoxiu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 が埋め込みNULによるプロンプトの黙示的切り捨てを修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11501-llama-cpp-b9979-imbedideu-nulro-inhan-peurompeuteu-mugsijeog-jalrim-sujeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979, 임베디드 NUL로 인한 프롬프트 묵시적 잘림 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11501-llama-cpp-b9979-corrige-la-troncature-silencieuse-des-prompts-avec-nul-integre/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 corrige la troncature silencieuse des prompts avec NUL intégré</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11501-llama-cpp-b9979-memperbaiki-pemotongan-prompt-diam-diam-pada-nul-tertanam/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>llama.cpp b9979 memperbaiki pemotongan prompt diam-diam pada NUL tertanam</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11501-yslh-llama-cpp-b9979-lqt-lsmt-llrsyl-lmdkhl-bsbb-wjwd-nul-mdmn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T01:55:21.098717+00:00</news:publication_date><news:title>يصلح llama.cpp b9979 القطع الصامت للرسائل المدخلة بسبب وجود NUL مضمن</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11508-llama-cpp-b9980-corrige-deteccao-multimodal-do-servidor-e-adiciona-suporte-a-13/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 corrige detecção multimodal do servidor e adiciona suporte a CUDA 13 no Windows</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11508-llama-cpp-b9980-srvr-mlttiimoddl-ddittekshn-ko-tthiik-krtaa-hai-aur-vinddoj-cuda/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 सर्वर मल्टीमोडल डिटेक्शन को ठीक करता है और विंडोज़ CUDA 13 सपोर्ट जोड़ता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11508-llama-cpp-b9980tesa-ha-nomaruchimo-tarujian-chu-woxiu-zheng-shi-windows-cuda-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980でサーバーのマルチモーダル検出を修正し、Windows CUDA 13サポートを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11508-llama-cpp-b9980-xiu-fu-liao-fu-wu-qi-duo-mo-tai-jian-ce-wen-ti-bing-zeng-jia-dui/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 修复了服务器多模态检测问题并增加了对 Windows CUDA 13 的支持</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11508-llama-cpp-b9980-fixes-server-multimodal-detection-and-adds-windows-cuda-13/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 fixes server multimodal detection and adds Windows CUDA 13 support</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11508-llama-cpp-b9980-ispravliaet-obnaruzhenie-multimodalnykh-modelei-v-servere-i-cuda/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 исправляет обнаружение мультимодальных моделей в сервере и добавляет поддержку CUDA 13 для Windows</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11508-llama-cpp-b9980-corrige-la-deteccion-multimodal-del-servidor-y-anade-soporte-13/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 corrige la detección multimodal del servidor y añade soporte para CUDA 13 en Windows</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11508-llama-cpp-b9980-seobeoyi-meoltimodal-gamji-sujeong-mic-windows-cuda-13-jiweon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 서버의 멀티모달 감지 수정 및 Windows CUDA 13 지원 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11508-llama-cpp-b9980-corrige-la-detection-multimodale-du-serveur-et-ajoute-le-support/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 corrige la détection multimodale du serveur et ajoute le support CUDA 13 pour Windows</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11508-llama-cpp-b9980-memperbaiki-deteksi-multimodal-server-dan-menambahkan-dukungan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>llama.cpp b9980 memperbaiki deteksi multimodal server dan menambahkan dukungan CUDA 13 untuk Windows</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11508-slh-llama-cpp-b9980-llkshf-mt-dd-lwsyt-fy-lkhdm-wdf-d-m-cuda-13-lnzm-windows/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T01:45:14.457557+00:00</news:publication_date><news:title>إصلاح llama.cpp b9980 للكشف متعدد الوسائط في الخادم وإضافة دعم CUDA 13 لنظام Windows</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11507-ggml-org-lanca-llama-cpp-b9981-com-atualizacao-do-cpp-httplib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org lança llama.cpp b9981 com atualização do cpp-httplib</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11507-ggml-org-ne-cpp-httplib-apddett-ke-saath-llama-cpp-b9981-jaarii-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org ने cpp-httplib अपडेट के साथ llama.cpp b9981 जारी किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11507-ggml-orgkallama-cpp-b9981wocpp-httplibnogeng-xin-totomoniriri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-orgがllama.cpp b9981をcpp-httplibの更新とともにリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11507-ggml-orgga-cpp-httplib-eobdeiteuwa-hamgge-llama-cpp-b9981-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org가 cpp-httplib 업데이트와 함께 llama.cpp b9981 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11507-ggml-org-publie-llama-cpp-b9981-avec-mise-a-jour-de-cpp-httplib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org publie llama.cpp b9981 avec mise à jour de cpp-httplib</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11507-ggml-org-merilis-llama-cpp-b9981-dengan-pembaruan-cpp-httplib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org merilis llama.cpp b9981 dengan pembaruan cpp-httplib</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11507-ggml-org-ttlq-llama-cpp-b9981-m-thdyth-cpp-httplib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org تطلق llama.cpp b9981 مع تحديث cpp-httplib</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11507-ggml-org-releases-llama-cpp-b9981-with-cpp-httplib-update/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org releases llama.cpp b9981 with cpp-httplib update</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11507-ggml-org-vypuskaet-llama-cpp-b9981-s-obnovleniem-cpp-httplib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org выпускает llama.cpp b9981 с обновлением cpp-httplib</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11507-ggml-org-lanza-llama-cpp-b9981-con-actualizacion-de-cpp-httplib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org lanza llama.cpp b9981 con actualización de cpp-httplib</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11507-ggml-org-fa-bu-llama-cpp-b9981-geng-xin-cpp-httplib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T01:37:27.422304+00:00</news:publication_date><news:title>ggml-org 发布 llama.cpp b9981，更新 cpp-httplib</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11502-vllm-v0-25-1-fixes-mixed-dtype-allreduce-rmsnorm-quant-fusions/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 fixes mixed-dtype allreduce RMSNorm quant fusions</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11502-vllm-v0-25-1-ispravliaet-sliianiia-kvantovaniia-rmsnorm-dlia-allreduce-tipov/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 исправляет слияния квантования RMSNorm для allreduce смешанных типов данных</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11502-vllm-v0-25-1-corrige-fusiones-de-cuantizacion-rmsnorm-para-allreduce-de-tipos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 corrige fusiones de cuantización RMSNorm para allreduce de tipos mixtos</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11502-vllm-v0-25-1-xiu-fu-liao-hun-he-shu-ju-lei-xing-allreduce-rmsnorm-liang-hua-rong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 修复了混合数据类型 allreduce RMSNorm 量化融合</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11502-vllm-v0-25-1-corrige-fusoes-de-quantizacao-rmsnorm-para-allreduce-de-tipos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 corrige fusões de quantização RMSNorm para allreduce de tipos mistos</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11502-vllm-v0-25-1-mishrit-prkaar-ke-allreduce-rmsnorm-kvaantt-phyuujn-ko-tthiik-krtaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 मिश्रित-प्रकार के allreduce RMSNorm क्वांट फ्यूजन को ठीक करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11502-vllm-v0-25-1-kahun-he-jing-du-allreduce-rmsnorm-liang-zi-hua-rong-he-woxiu-zheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 が混合精度 allreduce RMSNorm 量子化融合を修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11502-vllm-v0-25-1-honhab-jeongmildo-allreduce-rmsnorm-yangjahwa-yunghab-sujeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1, 혼합 정밀도 allreduce RMSNorm 양자화 융합 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11502-vllm-v0-25-1-corrige-les-fusions-de-quantification-rmsnorm-allreduce-mixte/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 corrige les fusions de quantification RMSNorm allreduce mixte</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11502-vllm-v0-25-1-memperbaiki-fusi-kuantisasi-rmsnorm-allreduce-dtype-campuran/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 memperbaiki fusi kuantisasi RMSNorm allreduce dtype campuran</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11502-vllm-v0-25-1-yslh-ndmjt-kwnt-rmsnorm-allreduce-mt-dd-lnw/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T01:28:02.117697+00:00</news:publication_date><news:title>vLLM v0.25.1 يصلح اندماجات كوانتة RMSNorm allreduce متعددة الأنواع</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11498-karpathy-s-autoresearch-and-bilevel-autoresearch-enable-autonomous-ml-research/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>Karpathy's autoresearch and Bilevel Autoresearch enable autonomous ML research loops</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11498-avtoissledovanie-karpatkhi-i-dvukhurovnevoe-avtoissledovanie-obespechivaiut-ml/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>Автоисследование Карпатхи и двухуровневое автоисследование обеспечивают автономные циклы ML-исследований</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11498-la-autoresearch-de-karpathy-y-la-bilevel-autoresearch-permiten-bucles-autonomos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>La autoresearch de Karpathy y la Bilevel Autoresearch permiten bucles autónomos de investigación en ML</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11498-karpathyde-zi-dong-yan-jiu-he-shuang-ceng-zi-dong-yan-jiu-shi-xian-liao-zi-zhu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>Karpathy的自动研究和双层自动研究实现了自主机器学习研究循环</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11498-a-autoresearch-de-karpathy-e-a-bilevel-autoresearch-permitem-loops-autonomos-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>A autoresearch de Karpathy e a Bilevel Autoresearch permitem loops autônomos de pesquisa em ML</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11498-karpathy-kaa-onttorisrc-aur-baailevl-onttorisrc-svtntr-ml-shodh-luup-ko-skssm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>Karpathy का ऑटोरिसर्च और बाइलेवल ऑटोरिसर्च स्वतंत्र ML शोध लूप को सक्षम बनाते हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11498-karpathynoautoresearchtobilevel-autoresearchkazi-lu-xing-mlyan-jiu-ru-huwoshi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>KarpathyのautoresearchとBilevel Autoresearchが自律型ML研究ループを実現</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11498-karpathyyi-autoresearchwa-bilevel-autoresearchga-jayul-ml-yeongu-rupeureul-ham/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>Karpathy의 autoresearch와 Bilevel Autoresearch가 자율 ML 연구 루프를 가능하게 함</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11498-l-autoresearch-de-karpathy-et-bilevel-autoresearch-permettent-des-boucles-de-ml/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>L'autoresearch de Karpathy et Bilevel Autoresearch permettent des boucles de recherche ML autonomes</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11498-autoresearch-karpathy-dan-bilevel-autoresearch-memungkinkan-loop-penelitian-ml/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>Autoresearch Karpathy dan Bilevel Autoresearch memungkinkan loop penelitian ML otonom</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11498-ytyh-autoresearch-lkhs-bkrbtshy-w-bilevel-autoresearch-hlqt-bhth-ml-mstql/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T00:30:04.244406+00:00</news:publication_date><news:title>يتيح autoresearch الخاص بكارباتشي و Bilevel Autoresearch حلقات بحث ML مستقلة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11497-sqlite-utils-4-1-1-fixes-foreign-key-transaction-edge-case/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 fixes foreign key transaction edge case</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11497-sqlite-utils-4-1-1-ispravliaet-krainii-sluchai-tranzaktsii-vneshnikh-kliuchei/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 исправляет крайний случай транзакции внешних ключей</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11497-sqlite-utils-4-1-1-corrige-un-caso-extremo-de-transaccion-de-claves-foraneas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 corrige un caso extremo de transacción de claves foráneas</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11497-sqlite-utils-4-1-1-xiu-fu-wai-jian-shi-wu-de-bian-yuan-qing-kuang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 修复外键事务的边缘情况</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11497-sqlite-utils-4-1-1-corrige-caso-extremo-de-transacao-de-chave-estrangeira/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 corrige caso extremo de transação de chave estrangeira</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11497-sqlite-utils-4-1-1-videshii-kunjii-lenden-ke-kinaare-maamle-ko-tthiik-krtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 विदेशी कुंजी लेनदेन के किनारे मामले को ठीक करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11497-sqlite-utils-4-1-1-kawai-bu-ki-notoransakushiyonnoetsushike-suwoxiu-zheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 が外部キーのトランザクションのエッジケースを修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11497-sqlite-utils-4-1-1i-oerae-ki-teuraenjaegsyeonyi-gajangjari-sarye-sujeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1이 외래 키 트랜잭션의 가장자리 사례 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11497-sqlite-utils-4-1-1-corrige-un-cas-limite-de-transaction-sur-les-cles-etrangeres/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 corrige un cas limite de transaction sur les clés étrangères</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11497-sqlite-utils-4-1-1-memperbaiki-kasus-tepi-transaksi-kunci-asing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>sqlite-utils 4.1.1 memperbaiki kasus tepi transaksi kunci asing</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11497-yslh-sqlite-utils-4-1-1-hl-hf-lm-ml-lkhs-blmfth-ljnby/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T00:19:13.098819+00:00</news:publication_date><news:title>يصلح sqlite-utils 4.1.1 حالة حافة المعاملة الخاصة بالمفتاح الأجنبي</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11499-llama-cpp-b9978-fixes-checkpoint-bug-in-agentic-workflows/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 fixes checkpoint bug in agentic workflows</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11499-llama-cpp-b9978-ispravliaet-oshibku-chekpointov-v-agentnykh-rabochikh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 исправляет ошибку чекпоинтов в агентных рабочих процессах</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11499-llama-cpp-b9978-corrige-un-error-de-checkpoint-en-flujos-de-trabajo-agenticos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 corrige un error de checkpoint en flujos de trabajo agénticos</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11499-llama-cpp-b9978-xiu-fu-liao-zhi-neng-ti-gong-zuo-liu-zhong-de-jian-cha-dian-cuo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 修复了智能体工作流中的检查点错误</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11499-llama-cpp-b9978-corrige-bug-de-checkpoint-em-fluxos-de-trabalho-agenticos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 corrige bug de checkpoint em fluxos de trabalho agênticos</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11499-llama-cpp-b9978-memperbaiki-bug-checkpoint-dalam-alur-kerja-agentic/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 memperbaiki bug checkpoint dalam alur kerja agentic</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11499-llama-cpp-b9978-ne-ejenttik-vrkphlo-men-cekponintt-bg-ko-tthiik-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 ने एजेंटिक वर्कफ़्लो में चेकपॉइंट बग को ठीक किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11499-llama-cpp-b9978-kae-shientowa-kuhuro-nochietsukuhointohakuwoxiu-zheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 がエージェントワークフローのチェックポイントバグを修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11499-llama-cpp-b9978i-eijeonteu-weokeupeulrouyi-cekeupointeu-beogeu-sujeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978이 에이전트 워크플로우의 체크포인트 버그 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11499-llama-cpp-b9978-corrige-un-bug-de-checkpoint-dans-les-workflows-agents/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>llama.cpp b9978 corrige un bug de checkpoint dans les workflows agents</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11499-slh-llama-cpp-b9978-lkht-nqt-ltftysh-fy-syr-l-ml-lwkyl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T00:13:04.149270+00:00</news:publication_date><news:title>إصلاح llama.cpp b9978 لخطأ نقطة التفتيش في سير العمل الوكيل</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11500-usuario-de-reddit-pide-consejos-sobre-el-uso-de-un-rig-de-ia-local-con-cuatro/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>Usuario de Reddit pide consejos sobre el uso de un rig de IA local con cuatro RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11500-reddityong-hu-xun-wen-guan-yu-shi-yong-si-zhang-rtx-3090de-ben-di-aiji-qi-de-yi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>Reddit用户询问关于使用四张RTX 3090的本地AI机器的建议</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11500-usuario-do-reddit-pede-conselhos-sobre-o-uso-de-um-rig-de-ia-local-com-quatro/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>Usuário do Reddit pede conselhos sobre o uso de um rig de IA local com quatro RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11500-reddit-user-asks-for-advice-on-using-a-quad-rtx-3090-local-ai-rig/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>Reddit user asks for advice on using a quad RTX 3090 local AI rig</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11500-polzovatel-reddit-prosit-soveta-po-ispolzovaniiu-lokalnoi-ii-sistemy-s-chetyrmia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>Пользователь Reddit просит совета по использованию локальной ИИ-системы с четырьмя RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11500-redditt-upyogkrtaa-caar-rtx-3090-sthaaniiy-ai-raig-kaa-upyog-krne-pr-slaah-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>रेडिट उपयोगकर्ता चार RTX 3090 स्थानीय AI रैग का उपयोग करने पर सलाह मांगता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11500-reddityu-sa-kasi-ji-nortx-3090da-zai-ro-karuaihuan-jing-noshi-yong-meru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>Redditユーザーが四基のRTX 3090搭載ローカルAI環境の使用についてアドバイスを求める</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11500-redis-sayongjaga-kweodeu-rtx-3090-rokeol-ai-jangbi-sayonge-daehan-joeoneul-guham/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>레딧 사용자가 쿼드 RTX 3090 로컬 AI 장비 사용에 대한 조언을 구함</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11500-un-utilisateur-de-reddit-demande-des-conseils-sur-l-utilisation-d-une-station-ia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>Un utilisateur de Reddit demande des conseils sur l'utilisation d'une station IA locale avec quatre RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11500-pengguna-reddit-meminta-saran-tentang-penggunaan-rig-ai-lokal-quad-rtx-3090/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>Pengguna Reddit meminta saran tentang penggunaan rig AI lokal quad RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11500-mstkhdm-rdyt-ytlb-nsyh-hwl-stkhdm-jhz-dhk-stn-y-mhly-mkwn-mn-rb-btqt-rtx-3090/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T00:06:48.227101+00:00</news:publication_date><news:title>مستخدم رديت يطلب نصيحة حول استخدام جهاز ذكاء اصطناعي محلي مكون من أربع بطاقات RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11496-llama-cpp-b9978-fa-bu-macos-kleidiai-yi-jin-yong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>llama.cpp b9978 发布，macOS KleidiAI 已禁用</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11496-lancamento-do-llama-cpp-b9978-com-kleidiai-para-macos-desativado/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>Lançamento do llama.cpp b9978 com KleidiAI para macOS desativado</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11496-macos-kleidiai-akssm-ke-saath-llama-cpp-b9978-riliij/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>macOS KleidiAI अक्षम के साथ llama.cpp b9978 रिलीज़</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11496-macosnokleidiaikawu-xiao-hua-saretallama-cpp-b9978riri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>macOSのKleidiAIが無効化されたllama.cpp b9978リリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11496-macos-kleidiaiga-bihwalseonghwadoen-llama-cpp-b9978-rilriseu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>macOS KleidiAI가 비활성화된 llama.cpp b9978 릴리스</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11496-llama-cpp-b9978-release-avec-kleidiai-macos-desactive/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>llama.cpp b9978 release avec KleidiAI macOS désactivé</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11496-rilis-llama-cpp-b9978-dengan-kleidiai-macos-dinonaktifkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>Rilis llama.cpp b9978 dengan KleidiAI macOS dinonaktifkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11496-sdr-llama-cpp-b9978-m-t-tyl-kleidiai-l-macos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>إصدار llama.cpp b9978 مع تعطيل KleidiAI لـ macOS</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11496-llama-cpp-b9978-release-with-macos-kleidiai-disabled/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>llama.cpp b9978 release with macOS KleidiAI disabled</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11496-vypusk-llama-cpp-b9978-s-otkliuchennoi-optimizatsiei-kleidiai-dlia-macos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>Выпуск llama.cpp b9978 с отключённой оптимизацией KleidiAI для macOS</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11496-lanzamiento-de-llama-cpp-b9978-con-kleidiai-para-macos-deshabilitado/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T23:58:11.075959+00:00</news:publication_date><news:title>Lanzamiento de llama.cpp b9978 con KleidiAI para macOS deshabilitado</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11493-user-tests-llama-cpp-on-intel-igpu-sycl-outperforms-vulkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>User tests Llama.cpp on Intel iGPU: SYCL outperforms Vulkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11493-polzovatel-testiruet-llama-cpp-na-vstroennoi-grafike-intel-sycl-prevoskhodit/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>Пользователь тестирует Llama.cpp на встроенной графике Intel: SYCL превосходит Vulkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11493-un-usuario-prueba-llama-cpp-en-igpu-de-intel-sycl-supera-a-vulkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>Un usuario prueba Llama.cpp en iGPU de Intel: SYCL supera a Vulkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11493-yong-hu-zai-intelji-cheng-xian-qia-shang-ce-shi-llama-cpp-syclxing-neng-you-yu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>用户在Intel集成显卡上测试Llama.cpp：SYCL性能优于Vulkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11493-usuario-testa-llama-cpp-em-igpu-da-intel-sycl-supera-vulkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>Usuário testa Llama.cpp em iGPU da Intel: SYCL supera Vulkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11493-upyogkrtaa-intel-igpu-pr-llama-cpp-kaa-priikssnn-krtaa-hai-sycl-vulkan-se-behtr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>उपयोगकर्ता Intel iGPU पर Llama.cpp का परीक्षण करता है: SYCL, Vulkan से बेहतर प्रदर्शन</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11493-yu-sa-kaintel-igputellama-cppwotesuto-syclkavulkanwoshang-hui-ru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>ユーザーがIntel iGPUでLlama.cppをテスト：SYCLがVulkanを上回る</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11493-sayongjaga-intel-igpueseo-llama-cpp-teseuteu-sycli-vulkaneul-abdo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>사용자가 Intel iGPU에서 Llama.cpp 테스트: SYCL이 Vulkan을 압도</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11493-un-utilisateur-teste-llama-cpp-sur-une-igpu-intel-sycl-surpasse-vulkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>Un utilisateur teste Llama.cpp sur une iGPU Intel : SYCL surpasse Vulkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11493-pengguna-menguji-llama-cpp-pada-igpu-intel-sycl-mengungguli-vulkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>Pengguna menguji Llama.cpp pada iGPU Intel: SYCL mengungguli Vulkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11493-mstkhdm-ykhtbr-llama-cpp-l-m-lj-rswmt-mdmj-mn-intel-sycl-ytfwq-l-vulkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T22:29:13.396903+00:00</news:publication_date><news:title>مستخدم يختبر Llama.cpp على معالج رسومات مدمج من Intel: SYCL يتفوق على Vulkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11494-anthropic-extends-claude-fable-5-access-through-july-19/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic extends Claude Fable 5 access through July 19</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11494-anthropic-claude-fable-5-jeobgeun-gweonhaneul-7weol-19ilggaji-yeonjang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic, Claude Fable 5 접근 권한을 7월 19일까지 연장</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11494-anthropic-prolonge-l-acces-a-claude-fable-5-jusqu-au-19-juillet/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic prolonge l'accès à Claude Fable 5 jusqu'au 19 juillet</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11494-anthropic-memperpanjang-akses-claude-fable-5-hingga-19-juli/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic memperpanjang akses Claude Fable 5 hingga 19 Juli</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11494-nthrwbyk-tmdd-wswl-klwd-fbl-5-ht-19-ywlyw/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>أنثروبيك تمدد وصول كلاود فابل 5 حتى 19 يوليو</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11494-anthropic-prodlevaet-dostup-k-claude-fable-5-do-19-iiulia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic продлевает доступ к Claude Fable 5 до 19 июля</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11494-anthropic-amplia-el-acceso-a-claude-fable-5-hasta-el-19-de-julio/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic amplía el acceso a Claude Fable 5 hasta el 19 de julio</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11494-anthropic-jiang-claude-fable-5-de-fang-wen-quan-xian-yan-chang-zhi-7-yue-19-ri/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic 将 Claude Fable 5 的访问权限延长至 7 月 19 日</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11494-anthropic-estende-o-acesso-ao-claude-fable-5-ate-19-de-julho/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic estende o acesso ao Claude Fable 5 até 19 de julho</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11494-anthropic-ne-claude-fable-5-tk-phunc-ko-19-julaaii-tk-bddhaa-diyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic ने Claude Fable 5 तक पहुंच को 19 जुलाई तक बढ़ा दिया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11494-anthropic-claude-fable-5henoakusesuwo7yue-19ri-mateyan-chang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T22:22:34.982876+00:00</news:publication_date><news:title>Anthropic、Claude Fable 5へのアクセスを7月19日まで延長</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11495-apple-sues-openai-alleging-trade-secret-theft/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>Apple sues OpenAI alleging trade secret theft</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11495-apple-podaet-v-sud-na-openai-obviniaia-v-krazhe-kommercheskoi-tainy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>Apple подает в суд на OpenAI, обвиняя в краже коммерческой тайны</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11495-apple-demanda-a-openai-alegando-robo-de-secretos-comerciales/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>Apple demanda a OpenAI alegando robo de secretos comerciales</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11495-ping-guo-qi-su-openai-zhi-kong-qi-qie-qu-shang-ye-mi-mi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>苹果起诉OpenAI，指控其窃取商业秘密</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11495-apple-processa-a-openai-alegando-roubo-de-segredos-comerciais/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>Apple processa a OpenAI alegando roubo de segredos comerciais</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11495-apple-ne-openai-pr-vyaapaarik-rhsy-corii-kaa-aarop-lgaate-hue-mukdmaa-daayr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>Apple ने OpenAI पर व्यापारिक रहस्य चोरी का आरोप लगाते हुए मुकदमा दायर किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11495-apple-openaiwoti-su-ying-ye-mi-mi-nodao-yong-wozhu-zhang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>Apple、OpenAIを提訴 営業秘密の盗用を主張</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11495-aepeul-openaireul-jesohae-yeongeobbimil-jeoldo-jujang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>애플, OpenAI를 제소해 영업비밀 절도 주장</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11495-apple-poursuit-openai-pour-vol-de-secrets-commerciaux/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>Apple poursuit OpenAI pour vol de secrets commerciaux</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11495-apple-menggugat-openai-dengan-tuduhan-pencurian-rahasia-dagang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>Apple menggugat OpenAI dengan tuduhan pencurian rahasia dagang</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11495-bl-trf-d-w-dd-wbn-yh-y-bz-m-srq-lsrr-ltjry/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T22:15:31.078567+00:00</news:publication_date><news:title>أبل ترفع دعوى ضد أوبن إيه آي بزعم سرقة الأسرار التجارية</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11492-moondream-3-1-9b-a2b-vision-language-model-with-mixture-of-experts-architecture/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: vision language model with mixture-of-experts architecture</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11492-moondream-3-1-9b-a2b-model-dlia-raboty-s-vizualnymi-i-tekstovymi-dannymi-na-of/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: модель для работы с визуальными и текстовыми данными на основе архитектуры mixture-of-experts</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11492-moondream-3-1-9b-a2b-modelo-de-lenguaje-visual-con-arquitectura-de-mezcla-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: modelo de lenguaje visual con arquitectura de mezcla de expertos</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11492-moondream-3-1-9b-a2b-ju-you-hun-he-zhuan-jia-jia-gou-de-shi-jue-yu-yan-mo-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B：具有混合专家架构的视觉语言模型</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11492-moondream-3-1-9b-a2b-modelo-de-linguagem-visual-com-arquitetura-de-mistura-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: modelo de linguagem visual com arquitetura de mistura de especialistas</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11492-moondream-3-1-9b-a2b-mikscr-onph-eksprtts-aarkittekcr-ke-saath-vijn-laingvej/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: मिक्स्चर-ऑफ़-एक्सपर्ट्स आर्किटेक्चर के साथ विज़न लैंग्वेज मॉडल</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11492-moondream-3-1-9b-a2b-hun-he-zhuan-jia-a-kitekuchiyawochi-tsuhishiyonyan-yu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: 混合专家アーキテクチャを持つビジョン言語モデル</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11492-moondream-3-1-9b-a2b-honhab-jeonmunga-akitegceoreul-gajcun-bijeon-eoneo-model/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: 혼합 전문가 아키텍처를 갖춘 비전 언어 모델</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11492-moondream-3-1-9b-a2b-modele-de-langage-visuel-avec-une-architecture-a-melange-d/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B : modèle de langage visuel avec une architecture à mélange d'experts</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11492-moondream-3-1-9b-a2b-model-bahasa-visi-dengan-arsitektur-campuran-ahli/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: model bahasa visi dengan arsitektur campuran ahli</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11492-moondream-3-1-9b-a2b-nmwdhj-lgwy-bsry-bhnds-mzyj-lkhbr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T20:40:40.212455+00:00</news:publication_date><news:title>Moondream 3.1-9B-A2B: نموذج لغوي بصري بهندسة مزيج الخبراء</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11485-nemotron-puzzle-75b-runs-on-64gb-m2-max-with-mlx-lm-pr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75B runs on 64GB M2 Max with mlx-lm PR</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11485-nemotron-puzzle-75b-rabotaet-na-m2-max-s-64-gb-blagodaria-pr-v-mlx-lm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75B работает на M2 Max с 64 ГБ благодаря PR в mlx-lm</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11485-nemotron-puzzle-75b-se-ejecuta-en-m2-max-de-64gb-con-pr-de-mlx-lm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75B se ejecuta en M2 Max de 64GB con PR de mlx-lm</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11485-nemotron-puzzle-75b-zai-pei-bei-mlx-lm-pr-de-64gb-m2-max-shang-yun-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75B 在配备 mlx-lm PR 的 64GB M2 Max 上运行</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11485-puzzle-nemotron-75b-roda-em-m2-max-com-64gb-via-pr-do-mlx-lm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Puzzle Nemotron 75B roda em M2 Max com 64GB via PR do mlx-lm</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11485-nemotron-puzzle-75b-mlx-lm-pr-ke-saath-64gb-m2-max-pr-cltaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75B mlx-lm PR के साथ 64GB M2 Max पर चलता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11485-nemotron-puzzle-75bkamlx-lm-prniyori64gb-m2-maxtedong-zuo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75Bがmlx-lm PRにより64GB M2 Maxで動作</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11485-nemotron-puzzle-75bga-mlx-lm-preul-tonghae-64gb-m2-maxeseo-silhaengdoem/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75B가 mlx-lm PR을 통해 64GB M2 Max에서 실행됨</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11485-nemotron-puzzle-75b-s-execute-sur-un-m2-max-64-go-avec-la-pr-mlx-lm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75B s'exécute sur un M2 Max 64 Go avec la PR mlx-lm</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11485-nemotron-puzzle-75b-berjalan-di-m2-max-64gb-dengan-pr-mlx-lm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>Nemotron Puzzle 75B berjalan di M2 Max 64GB dengan PR mlx-lm</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11485-nmwdhj-nemotron-puzzle-75b-y-ml-l-m2-max-bs-64-jyjbyt-m-tlb-shb-l-mlx-lm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T19:48:24.295875+00:00</news:publication_date><news:title>نموذج Nemotron Puzzle 75B يعمل على M2 Max بسعة 64 جيجابايت مع طلب سحب لـ mlx-lm</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11491-24gb-vram-gpuyongeuro-coejeoghwadoen-llama-server-guseongeul-gongyuhagi-wihan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>24GB VRAM GPU용으로 최적화된 llama-server 구성을 공유하기 위한 Reddit 스레드</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11491-fil-reddit-pour-partager-des-configurations-de-llama-server-optimisees-pour-les/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>Fil Reddit pour partager des configurations de llama-server optimisées pour les GPU avec 24 Go de VRAM</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11491-thread-reddit-untuk-berbagi-konfigurasi-llama-server-yang-dioptimalkan-untuk-gpu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>Thread Reddit untuk berbagi konfigurasi llama-server yang dioptimalkan untuk GPU VRAM 24GB</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11491-nqsh-l-rydyt-lmshrk-tkwynt-llama-server-lmuhswn-lbtqt-ldhkr-lmryy-bs-24-jyjbyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>نقاش على ريديت لمشاركة تكوينات llama-server المُحسّنة لبطاقات الذاكرة المرئية بسعة 24 جيجابايت</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11491-reddit-thread-for-sharing-llama-server-configs-optimized-for-24gb-vram-gpus/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>Reddit thread for sharing llama-server configs optimized for 24GB VRAM GPUs</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11491-tred-na-reddit-dlia-obmena-konfiguratsiiami-llama-server-optimizirovannymi-dlia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>Тред на Reddit для обмена конфигурациями llama-server, оптимизированными для видеокарт с 24 ГБ VRAM</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11491-hilo-de-reddit-para-compartir-configuraciones-de-llama-server-optimizadas-para/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>Hilo de Reddit para compartir configuraciones de llama-server optimizadas para GPUs con 24 GB de VRAM</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11491-yong-yu-fen-xiang-zhen-dui-24gbxian-cun-gpuyou-hua-de-llama-serverpei-zhi-de-zi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>用于分享针对24GB显存GPU优化的llama-server配置的Reddit帖子</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11491-topico-do-reddit-para-compartilhar-configuracoes-de-llama-server-otimizadas-para/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>Tópico do Reddit para compartilhar configurações de llama-server otimizadas para GPUs com 24 GB de VRAM</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11491-24gb-vram-gpus-ke-lie-anukuulit-llama-server-konnphigreshn-saajhaa-krne-ke-lie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>24GB VRAM GPUs के लिए अनुकूलित llama-server कॉन्फ़िगरेशन साझा करने के लिए Reddit थ्रेड</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11491-24gb-vram-gpuxiang-kenizui-shi-hua-saretallama-servershe-ding-wogong-you/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T19:22:38.432075+00:00</news:publication_date><news:title>24GB VRAM GPU向けに最適化されたllama-server設定を共有するためのRedditスレッド</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11486-article-warns-open-models-face-potential-ban-within-6-months/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>Article warns open models face potential ban within 6 months</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11486-statia-preduprezhdaet-otkrytye-modeli-mogut-byt-zapreshcheny-v-techenie-6/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>Статья предупреждает: открытые модели могут быть запрещены в течение 6 месяцев</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11486-el-articulo-advierte-que-los-modelos-abiertos-podrian-ser-prohibidos-en-6-meses/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>El artículo advierte que los modelos abiertos podrían ser prohibidos en 6 meses</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11486-wen-zhang-jing-gao-kai-yuan-mo-xing-ke-neng-zai-6ge-yue-nei-mian-lin-jin-ling/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>文章警告：开源模型可能在6个月内面临禁令</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11486-artigo-alerta-que-modelos-abertos-podem-ser-banidos-em-ate-6-meses/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>Artigo alerta que modelos abertos podem ser banidos em até 6 meses</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11486-lekh-cetaavnii-detaa-hai-ki-opn-monddls-ke-khilaaph-chh-mhiine-men-prtibndh-ho/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>लेख चेतावनी देता है कि ओपन मॉडल्स के खिलाफ छह महीने में प्रतिबंध हो सकता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11486-ji-shi-hao-hunmoteruka6keyue-yi-nei-nijin-zhi-sareruke-neng-xing-kaarutojing-gao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>記事はオープンモデルが6ヶ月以内に禁止される可能性があると警告</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11486-gisa-opeun-model-6gaeweol-nae-geumji-ganeungseong-gyeonggo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>기사, 오픈 모델 6개월 내 금지 가능성 경고</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11486-l-article-met-en-garde-contre-un-risque-d-interdiction-des-modeles-ouverts-dans/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>L'article met en garde contre un risque d'interdiction des modèles ouverts dans les 6 mois</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11486-artikel-memperingatkan-model-terbuka-berpotensi-dilarang-dalam-6-bulan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>Artikel memperingatkan model terbuka berpotensi dilarang dalam 6 bulan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11486-lmql-yhdhr-mn-n-lnmdhj-mftwh-lmsdr-qd-twjh-hzran-khll-6-shhr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T19:17:10.681820+00:00</news:publication_date><news:title>المقال يحذر من أن النماذج مفتوحة المصدر قد تواجه حظراً خلال 6 أشهر</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11490-community-demands-hugging-face-revert-free-cpu-basic-spaces-and-remove-sdk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>Community demands Hugging Face revert free CPU Basic spaces and remove SDK restrictions</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11490-soobshchestvo-trebuet-ot-hugging-face-otmenit-besplatnye-cpu-basic-prostranstva/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>Сообщество требует от Hugging Face отменить бесплатные CPU Basic пространства и убрать ограничения SDK</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11490-la-comunidad-exige-a-hugging-face-revertir-los-espacios-cpu-basic-gratuitos-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>La comunidad exige a Hugging Face revertir los espacios CPU Basic gratuitos y eliminar las restricciones del SDK</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11490-she-qu-yao-qiu-hugging-face-hui-fu-mian-fei-cpu-basic-kong-jian-bing-yi-chu-sdk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>社区要求 Hugging Face 恢复免费 CPU Basic 空间并移除 SDK 限制</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11490-comunidade-exige-que-hugging-face-reverta-espacos-cpu-basic-gratuitos-e-remova/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>Comunidade exige que Hugging Face reverta espaços CPU Basic gratuitos e remova restrições do SDK</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11490-smudaay-kii-maang-hugging-face-ko-mupht-cpu-basic-spes-riivrtt-kren-aur-sdk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>समुदाय की मांग: Hugging Face को मुफ्त CPU Basic स्पेस रीवर्ट करें और SDK प्रतिबंध हटाएं</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11490-komiyuniteikahugging-faceniwu-liao-cpu-basicsuhe-sunofu-yuan-tosdkzhi-xian-noche/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>コミュニティがHugging Faceに無料CPU Basicスペースの復元とSDK制限の撤廃を要求</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11490-keomyuniti-hugging-facee-muryo-cpu-basic-seupeiseu-bogweon-mic-sdk-jehan-ceolpye/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>커뮤니티, Hugging Face에 무료 CPU Basic 스페이스 복원 및 SDK 제한 철폐 요구</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11490-la-communaute-exige-que-hugging-face-annule-les-espaces-cpu-basic-gratuits-et/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>La communauté exige que Hugging Face annule les espaces CPU Basic gratuits et supprime les restrictions SDK</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11490-komunitas-menuntut-hugging-face-mengembalikan-ruang-cpu-basic-gratis-dan-batasan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>Komunitas menuntut Hugging Face mengembalikan ruang CPU Basic gratis dan menghapus batasan SDK</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11490-lmjtm-ytlb-hugging-face-b-d-msht-cpu-basic-lmjny-wzl-qywd-sdk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T19:07:38.291112+00:00</news:publication_date><news:title>المجتمع يطالب Hugging Face بإعادة مساحات CPU Basic المجانية وإزالة قيود SDK</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11489-users-report-persistent-429-rate-limit-errors-in-hugging-face-space-to-space/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>Users report persistent 429 rate limit errors in Hugging Face Space-to-Space communication</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11489-polzovateli-soobshchaiut-o-postoiannykh-oshibkakh-ogranicheniia-chastoty-429-pri/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>Пользователи сообщают о постоянных ошибках ограничения частоты запросов 429 при межпространственном взаимодействии на Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11489-los-usuarios-reportan-errores-persistentes-de-limite-de-tasa-429-en-la-entre-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>Los usuarios reportan errores persistentes de límite de tasa 429 en la comunicación entre Espacios de Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11489-yong-hu-bao-gao-zai-hugging-face-space-to-space-tong-xin-zhong-chi-xu-chu-xian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>用户报告在 Hugging Face Space-to-Space 通信中持续出现 429 速率限制错误</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11489-usuarios-relatam-erros-persistentes-de-limite-de-taxa-429-na-comunicacao-entre/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>Usuários relatam erros persistentes de limite de taxa 429 na comunicação entre Espaços do Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11489-upyogkrtaa-hugging-face-space-to-space-sncaar-men-lgaataar-429-dr-siimaa-kii-kr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>उपयोगकर्ता Hugging Face Space-to-Space संचार में लगातार 429 दर सीमा त्रुटियों की रिपोर्ट कर रहे हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11489-hugging-facenospacejian-tong-xin-te429re-tozhi-xian-era-kaji-sok-de-nifa-sheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>Hugging FaceのSpace間通信で429レート制限エラーが継続的に発生しているとの報告</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11489-hugging-face-space-gan-tongsineseo-jisogjeogin-429-sogdo-jehan-oryu-bogo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>Hugging Face Space 간 통신에서 지속적인 429 속도 제한 오류 보고</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11489-des-utilisateurs-signalent-des-erreurs-persistantes-de-limite-de-taux-429-dans/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>Des utilisateurs signalent des erreurs persistantes de limite de taux 429 dans la communication entre Espaces Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11489-pengguna-melaporkan-kesalahan-batas-laju-429-yang-persisten-dalam-komunikasi-to/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>Pengguna melaporkan kesalahan batas laju 429 yang persisten dalam komunikasi Space-to-Space di Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11489-lmstkhdmwn-yblgwn-n-kht-hd-m-dl-429-lmstmr-fy-ltwsl-byn-lmsht-l-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T18:58:53.454480+00:00</news:publication_date><news:title>المستخدمون يبلغون عن أخطاء حد معدل 429 المستمرة في التواصل بين المساحات على Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11488-holo-fuse-uses-0-param-hsl-substrate-for-class-conditional-image-generation/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe uses 0-param HSL substrate for class-conditional image generation</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11488-holo-fuseneun-0-paramiteo-hsl-gipaneul-sayonghan-keulraeseu-jogeonbu-imiji/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe는 0-파라미터 HSL 기판을 사용한 클래스 조건부 이미지 생성</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11488-holo-fuse-ispolzuet-hsl-substrat-s-nulevymi-parametrami-dlia-generatsii-po/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe использует HSL-субстрат с нулевыми параметрами для генерации изображений по классам</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11488-holo-fuse-utiliza-sustrato-hsl-de-0-parametros-para-generacion-de-imagenes-por/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe utiliza sustrato HSL de 0 parámetros para generación de imágenes condicionales por clase</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11488-holo-fuse-shi-yong-ling-can-shu-hsl-ji-di-jin-xing-lei-bie-tiao-jian-tu-xiang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe 使用零参数 HSL 基底进行类别条件图像生成</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11488-holo-fuse-usa-substrato-hsl-de-0-parametros-para-geracao-de-imagem-condicional/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe usa substrato HSL de 0 parâmetros para geração de imagem condicional por classe</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11488-holo-fuse-klaas-knddiishnl-imej-jnreshn-ke-lie-0-pairaamiittr-hsl-sbsttrett-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe क्लास-कंडीशनल इमेज जनरेशन के लिए 0-पैरामीटर HSL सब्सट्रेट का उपयोग करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11488-holo-fuseha0harame-tanohslji-pan-woyong-itakurasutiao-jian-fu-kihua-xiang-sheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSeは0パラメータのHSL基盤を用いたクラス条件付き画像生成</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11488-holo-fuse-utilise-un-substrat-hsl-a-0-parametre-pour-la-generation-d-images-par/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe utilise un substrat HSL à 0 paramètre pour la génération d'images conditionnées par classe</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11488-holo-fuse-menggunakan-substrat-hsl-0-param-untuk-generasi-gambar-kondisional/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>HoLo-FuSe menggunakan substrat HSL 0-param untuk generasi gambar kondisional kelas</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11488-ystkhdm-holo-fuse-rkyz-hsl-dht-0-m-lm-ltwlyd-lswr-lmshrwt-blfy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T18:54:19.638144+00:00</news:publication_date><news:title>يستخدم HoLo-FuSe ركيزة HSL ذات 0 معلمة لتوليد الصور المشروطة بالفئة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11487-epe-research-program-releases-reo-v1-5-as-smallest-reproducible-artifact/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>EPE research program releases REO v1.5 as smallest reproducible artifact</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11487-programma-issledovanii-epe-vypuskaet-reo-v1-5-kak-naimenshii-vosproizvodimyi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>Программа исследований EPE выпускает REO v1.5 как наименьший воспроизводимый артефакт</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11487-el-programa-de-investigacion-epe-lanza-reo-v1-5-como-el-artefacto-reproducible/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>El programa de investigación EPE lanza REO v1.5 como el artefacto reproducible más pequeño</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11487-epe-yan-jiu-xiang-mu-fa-bu-reo-v1-5-zuo-wei-zui-xiao-de-ke-fu-xian-gong-jian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>EPE 研究项目发布 REO v1.5 作为最小的可复现工件</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11487-programa-de-pesquisa-epe-lanca-reo-v1-5-como-o-artefato-reproduzivel-mais/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>Programa de pesquisa EPE lança REO v1.5 como o artefato reproduzível mais pequeno</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11487-epe-shodh-kaarykrm-ne-reo-v1-5-ko-sbse-chottaa-punrutpaadit-krne-yogy-ke-ruup/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>EPE शोध कार्यक्रम ने REO v1.5 को सबसे छोटा पुनरुत्पादित करने योग्य आर्टिफैक्ट के रूप में जारी किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11487-epeyan-jiu-hurokuramukazui-xiao-nozai-xian-ke-neng-nacheng-guo-wu-toshitereo-v1/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>EPE研究プログラムが最小の再現可能な成果物としてREO v1.5をリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11487-epe-yeongu-peurogeuraemi-gajang-jageun-jaehyeon-ganeunghan-sanculmulroseo-reo-v1/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>EPE 연구 프로그램이 가장 작은 재현 가능한 산출물로서 REO v1.5 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11487-le-programme-de-recherche-epe-publie-reo-v1-5-en-tant-que-plus-petit-artefact/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>Le programme de recherche EPE publie REO v1.5 en tant que plus petit artefact reproductible</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11487-program-riset-epe-merilis-reo-v1-5-sebagai-artefak-terkecil-yang-dapat/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>Program riset EPE merilis REO v1.5 sebagai artefak terkecil yang dapat direproduksi</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11487-brnmj-bhth-epe-yusdr-reo-v1-5-ksgr-thr-qbl-lltkrr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T18:43:52.388726+00:00</news:publication_date><news:title>برنامج بحث EPE يُصدر REO v1.5 كأصغر أثر قابل للتكرار</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11480-zimengxiong-ne-apple-silicon-aur-iphone-ke-lie-mlx-pr-hunyuan3d-portt-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong ने Apple Silicon और iPhone के लिए MLX पर Hunyuan3D पोर्ट किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11480-zimengxiong-ports-hunyuan3d-to-mlx-for-apple-silicon-and-iphone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong ports Hunyuan3D to MLX for Apple Silicon and iPhone</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11480-zimengxiong-perenes-hunyuan3d-v-mlx-dlia-apple-silicon-i-iphone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong перенёс Hunyuan3D в MLX для Apple Silicon и iPhone</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11480-zimengxiong-porta-hunyuan3d-a-mlx-para-apple-silicon-e-iphone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong porta Hunyuan3D a MLX para Apple Silicon e iPhone</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11480-zimengxiong-jiang-hunyuan3d-yi-zhi-dao-mlx-zhi-chi-apple-silicon-he-iphone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong 将 Hunyuan3D 移植到 MLX，支持 Apple Silicon 和 iPhone</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11480-zimengxiong-porta-hunyuan3d-para-mlx-em-apple-silicon-e-iphone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong porta Hunyuan3D para MLX em Apple Silicon e iPhone</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11480-zimengxiongkahunyuan3dwoapple-silicontoiphonexiang-kenimlxheho-to/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiongがHunyuan3DをApple SiliconとiPhone向けにMLXへポート</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11480-zimengxiong-apple-silicon-mic-iphoneyong-mlxro-hunyuan3d-poteu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong, Apple Silicon 및 iPhone용 MLX로 Hunyuan3D 포트</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11480-zimengxiong-porte-hunyuan3d-sur-mlx-pour-apple-silicon-et-iphone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong porte Hunyuan3D sur MLX pour Apple Silicon et iPhone</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11480-zimengxiong-mem-porting-hunyuan3d-ke-mlx-untuk-apple-silicon-dan-iphone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong mem-porting Hunyuan3D ke MLX untuk Apple Silicon dan iPhone</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11480-zimengxiong-ynql-hunyuan3d-l-mlx-ljhz-apple-silicon-wiphone/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T17:53:40.392393+00:00</news:publication_date><news:title>ZimengXiong ينقل Hunyuan3D إلى MLX لأجهزة Apple Silicon وiPhone</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11481-open-j-lens-applied-to-qwen3-8b-detects-silent-reasoning-and-prose-drift/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>Open J-lens applied to Qwen3-8B detects silent reasoning and prose drift</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11481-otkrytaia-j-linza-primenennaia-k-qwen3-8b-obnaruzhivaet-molchalivoe-rassuzhdenie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>Открытая J-линза, применённая к Qwen3-8B, обнаруживает молчаливое рассуждение и дрейф прозы</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11481-la-lente-j-abierta-aplicada-a-qwen3-8b-detecta-razonamiento-silencioso-y-deriva/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>La lente J abierta aplicada a Qwen3-8B detecta razonamiento silencioso y deriva de prosa</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11481-ying-yong-yu-qwen3-8b-de-kai-fang-j-lens-ke-jian-ce-jing-mo-tui-li-he-san-wen-yi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>应用于 Qwen3-8B 的开放 J-lens 可检测静默推理和散文漂移</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11481-lente-j-aberta-aplicada-ao-qwen3-8b-detecta-raciocinio-silencioso-e-deriva-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>Lente J aberta aplicada ao Qwen3-8B detecta raciocínio silencioso e deriva de prosa</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11481-qwen3-8b-pr-laaguu-opn-j-lens-silent-trk-aur-proj-ddriphtt-kaa-ptaa-lgaataa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>Qwen3-8B पर लागू ओपन J-lens सilent तर्क और प्रोज़ ड्रिफ्ट का पता लगाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11481-qwen3-8bniopen-j-lenswoshi-yong-shitechen-mo-notui-lun-towen-zhang-nopiao-yi-chu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>Qwen3-8BにOpen J-lensを適用して沈黙の推論と文章の漂移を検出</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11481-qwen3-8be-open-j-lens-jeogyonghayeo-cimmugyi-curongwa-sanmun-deuripeuteu-gamji/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>Qwen3-8B에 Open J-lens 적용하여 침묵의 추론과 산문 드리프트 감지</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11481-l-application-de-open-j-lens-a-qwen3-8b-detecte-le-raisonnement-silencieux-et-la/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>L'application de Open J-lens à Qwen3-8B détecte le raisonnement silencieux et la dérive du texte</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11481-open-j-lens-yang-diterapkan-pada-qwen3-8b-mendeteksi-penalaran-diam-dan-prosa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>Open J-lens yang diterapkan pada Qwen3-8B mendeteksi penalaran diam dan pergeseran prosa</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11481-ttbyq-ds-j-lmftwh-l-qwen3-8b-ykshf-n-lstd-lsmt-wnhrf-lns/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T17:42:47.826613+00:00</news:publication_date><news:title>تطبيق عدسة J المفتوحة على Qwen3-8B يكشف عن الاستدعاء الصامت وانحراف النص</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11482-d-stkhrj-lmstndt-lmhly-kreuzberg-tu-d-tsmyth-l-xberg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>أداة استخراج المستندات المحلية Kreuzberg تُعاد تسميتها إلى Xberg</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11482-alat-ekstraksi-dokumen-lokal-kreuzberg-diubah-namanya-menjadi-xberg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>Alat ekstraksi dokumen lokal Kreuzberg diubah namanya menjadi Xberg</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11482-kreuzberg-local-document-extraction-tool-renamed-to-xberg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>Kreuzberg local document extraction tool renamed to Xberg</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11482-instrument-izvlecheniia-lokalnykh-dokumentov-kreuzberg-pereimenovan-v-xberg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>Инструмент извлечения локальных документов Kreuzberg переименован в Xberg</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11482-la-herramienta-de-extraccion-de-documentos-locales-kreuzberg-se-renombra-como/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>La herramienta de extracción de documentos locales Kreuzberg se renombra como Xberg</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11482-kreuzbergben-di-wen-dang-ti-qu-gong-ju-zhong-ming-ming-wei-xberg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>Kreuzberg本地文档提取工具重命名为Xberg</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11482-ferramenta-de-extracao-de-documentos-locais-kreuzberg-renomeada-para-xberg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>Ferramenta de extração de documentos locais Kreuzberg renomeada para Xberg</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11482-kreuzberg-sthaaniiy-dstaavej-nisskrssnn-upkrnn-kaa-naam-bdlkr-xberg-kiyaa-gyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>Kreuzberg स्थानीय दस्तावेज़ निष्कर्षण उपकरण का नाम बदलकर Xberg किया गया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11482-kreuzbergnoro-karuwen-shu-chou-chu-tsu-rukaxbergnigai-ming/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>Kreuzbergのローカル文書抽出ツールがXbergに改名</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11482-kreuzberg-rokeol-munseo-cucul-doguga-xbergro-ireum-byeongyeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>Kreuzberg 로컬 문서 추출 도구가 Xberg로 이름 변경</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11482-l-outil-d-extraction-de-documents-locaux-kreuzberg-renomme-en-xberg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T17:33:29.030735+00:00</news:publication_date><news:title>L'outil d'extraction de documents locaux Kreuzberg renommé en Xberg</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11483-reddit-discussion-on-using-codex-as-a-harness-for-local-models/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>Reddit discussion on using Codex as a harness for local models</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11483-obsuzhdenie-na-reddit-o-ispolzovanii-codex-v-kachestve-platformy-dlia-lokalnykh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>Обсуждение на Reddit о использовании Codex в качестве платформы для локальных моделей</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11483-discusion-en-reddit-sobre-el-uso-de-codex-como-plataforma-para-modelos-locales/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>Discusión en Reddit sobre el uso de Codex como plataforma para modelos locales</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11483-guan-yu-shi-yong-codex-zuo-wei-ben-di-mo-xing-kuang-jia-de-reddit-tao-lun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>关于使用 Codex 作为本地模型框架的 Reddit 讨论</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11483-discussao-no-reddit-sobre-o-uso-do-codex-como-plataforma-para-modelos-locais/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>Discussão no Reddit sobre o uso do Codex como plataforma para modelos locais</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11483-sthaaniiy-monddlon-ke-lie-haarnes-ke-ruup-men-codex-kaa-upyog-krne-pr-reddit/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>स्थानीय मॉडलों के लिए हार्नेस के रूप में Codex का उपयोग करने पर Reddit चर्चा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11483-ro-karumoterunoha-nesutoshitecodexwoshi-yong-surukotoniguan-surureddittenoyi-lun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>ローカルモデルのハーネスとしてCodexを使用することに関するRedditでの議論</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11483-rokeol-modeleul-wihan-haneseuro-codex-sayonge-daehan-reddit-toron/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>로컬 모델을 위한 하네스로 Codex 사용에 대한 Reddit 토론</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11483-discussion-reddit-sur-l-utilisation-de-codex-comme-harnais-pour-les-modeles/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>Discussion Reddit sur l'utilisation de Codex comme harnais pour les modèles locaux</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11483-diskusi-reddit-tentang-penggunaan-codex-sebagai-harness-untuk-model-lokal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>Diskusi Reddit tentang penggunaan Codex sebagai harness untuk model lokal</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11483-mnqsh-l-rdyt-hwl-stkhdm-codex-ktr-lnmdhj-mhly/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T17:26:49.582406+00:00</news:publication_date><news:title>مناقشة على رديت حول استخدام Codex كإطار لنماذج محلية</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11479-llama-cpp-b9974-fixes-cuda-crash-when-querying-memory-on-devices-with-no-free/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974 fixes CUDA crash when querying memory on devices with no free memory</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11479-llama-cpp-b9974-ispravliaet-sboi-cuda-pri-zaprose-pamiati-na-ustroistvakh-bez/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974 исправляет сбой CUDA при запросе памяти на устройствах без свободной памяти</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11479-llama-cpp-b9974-corrige-el-fallo-de-cuda-al-consultar-la-memoria-en-dispositivos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974 corrige el fallo de CUDA al consultar la memoria en dispositivos sin memoria libre</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11479-llama-cpp-b9974-xiu-fu-liao-zai-wu-ke-yong-xian-cun-de-she-bei-shang-cha-xun-cun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974 修复了在无可用显存的设备上查询显存时导致的 CUDA 崩溃</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11479-llama-cpp-b9974-corrige-travamento-do-cuda-ao-consultar-memoria-em-dispositivos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974 corrige travamento do CUDA ao consultar memória em dispositivos sem memória livre</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11479-llama-cpp-b9974-ne-un-ddivaaison-pr-cuda-kraish-ko-tthiik-kiyaa-jinke-paas-mukt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974 ने उन डिवाइसों पर CUDA क्रैश को ठीक किया जिनके पास मुक्त मेमोरी नहीं है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11479-llama-cpp-b9974te-kong-kimemorikanaitehaisutenomemorikuerishi-zheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974で、空きメモリがないデバイスでのメモリクエリ時にCUDAクラッシュを修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11479-llama-cpp-b9974-sayong-ganeunghan-memoriga-eobsneun-jangcieseo-memori-kweori-si/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974: 사용 가능한 메모리가 없는 장치에서 메모리 쿼리 시 CUDA 크래시 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11479-llama-cpp-b9974-corrige-le-plantage-cuda-lors-de-l-interrogation-de-la-memoire/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974 corrige le plantage CUDA lors de l'interrogation de la mémoire sur les appareils sans mémoire libre</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11479-llama-cpp-b9974-memperbaiki-crash-cuda-saat-menanyakan-memori-pada-perangkat/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>llama.cpp b9974 memperbaiki crash CUDA saat menanyakan memori pada perangkat tanpa memori kosong</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11479-slh-llama-cpp-b9974-lnhyr-cuda-nd-st-lm-ldhkr-l-ljhz-lty-l-thtwy-l-dhkr-frg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T17:20:43.903335+00:00</news:publication_date><news:title>إصلاح llama.cpp b9974 لانهيار CUDA عند استعلام الذاكرة على الأجهزة التي لا تحتوي على ذاكرة فارغة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11478-llama-cpp-b9975-release-rejects-empty-metadata-keys/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>llama.cpp b9975 release rejects empty metadata keys</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11478-llama-cpp-b9975-otkloniaet-pustye-kliuchi-metadannykh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>llama.cpp b9975 отклоняет пустые ключи метаданных</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11478-llama-cpp-b9975-rechaza-claves-de-metadatos-vacias/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>llama.cpp b9975 rechaza claves de metadatos vacías</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11478-llama-cpp-b9975-ju-jue-kong-yuan-shu-ju-jian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>llama.cpp b9975 拒绝空元数据键</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11478-llama-cpp-b9975-rejeita-chaves-de-metadados-vazias/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>llama.cpp b9975 rejeita chaves de metadados vazias</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11478-llama-cpp-b9975-khaalii-mettaaddettaa-kunjiion-ko-asviikaar-krtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>llama.cpp b9975 खाली मेटाडेटा कुंजीओं को अस्वीकार करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11478-llama-cpp-b9975-riri-sutekong-nometate-taki-kaju-fou-sareru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>llama.cpp b9975 リリースで空のメタデータキーが拒否される</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11478-llama-cpp-b9975-rilriseueseo-bin-metadeiteo-ki-geobu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>llama.cpp b9975 릴리스에서 빈 메타데이터 키 거부</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11478-la-version-b9975-de-llama-cpp-rejette-les-cles-de-metadonnees-vides/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>La version b9975 de llama.cpp rejette les clés de métadonnées vides</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11478-rilis-llama-cpp-b9975-menolak-kunci-metadata-kosong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>Rilis llama.cpp b9975 menolak kunci metadata kosong</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11478-sdr-llama-cpp-b9975-yrfd-mftyh-lbynt-lwsfy-lfrg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T16:58:39.521653+00:00</news:publication_date><news:title>إصدار llama.cpp b9975 يرفض مفاتيح البيانات الوصفية الفارغة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11484-llama-cpp-b9977-fixes-dropped-image-blocks-in-anthropic-tool-result-conversion/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 fixes dropped image blocks in Anthropic tool_result conversion</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11484-llama-cpp-b9977-ispravliaet-poteriu-blokov-izobrazhenii-pri-konvertatsii-tool/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 исправляет потерю блоков изображений при конвертации tool_result Anthropic</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11484-llama-cpp-b9977-corrige-la-perdida-de-bloques-de-imagen-en-la-conversion-de-tool/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 corrige la pérdida de bloques de imagen en la conversión de tool_result de Anthropic</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11484-llama-cpp-b9977-xiu-fu-liao-anthropic-tool-result-zhuan-huan-zhong-diu-shi-de-tu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 修复了 Anthropic tool_result 转换中丢失的图像块</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11484-llama-cpp-b9977-corrige-blocos-de-imagem-perdidos-na-conversao-de-tool-result-da/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 corrige blocos de imagem perdidos na conversão de tool_result da Anthropic</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11484-llama-cpp-b9977-ne-anthropic-tool-result-ruupaantrnn-men-giraae-ge-imej-blonks/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 ने Anthropic tool_result रूपांतरण में गिराए गए इमेज ब्लॉक्स को ठीक किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11484-llama-cpp-b9977-ka-anthropic-no-tool-result-bian-huan-tehua-xiang-luo-woxiu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 が Anthropic の tool_result 変換で画像ブロックの欠落を修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11484-llama-cpp-b9977i-anthropic-tool-result-byeonhwaneseo-nuragdoen-imiji-beulrog/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977이 Anthropic tool_result 변환에서 누락된 이미지 블록 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11484-llama-cpp-b9977-corrige-les-blocs-d-images-manquants-dans-la-conversion-tool-d/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 corrige les blocs d'images manquants dans la conversion tool_result d'Anthropic</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11484-llama-cpp-b9977-memperbaiki-blok-gambar-yang-hilang-dalam-konversi-tool-result/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>llama.cpp b9977 memperbaiki blok gambar yang hilang dalam konversi tool_result Anthropic</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11484-slh-llama-cpp-b9977-lktl-lswr-lmfqwd-fy-thwyl-tool-result-lkhs-b-anthropic/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T16:46:06.258865+00:00</news:publication_date><news:title>إصلاح llama.cpp b9977 لكتل الصور المفقودة في تحويل tool_result الخاص بـ Anthropic</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11475-user-creates-pi-coding-agent-extension-to-fix-qwen3-6-27b-tool-call-looping/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>User creates Pi coding agent extension to fix Qwen3.6-27B tool-call looping</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11475-un-utilisateur-cree-une-extension-d-agent-de-codage-pi-pour-corriger-la-boucle-d/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>Un utilisateur crée une extension d'agent de codage Pi pour corriger la boucle d'appels d'outils de Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11475-pengguna-membuat-ekstensi-agen-koding-pi-untuk-memperbaiki-pengulangan-panggilan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>Pengguna membuat ekstensi agen koding Pi untuk memperbaiki pengulangan panggilan alat pada Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11475-polzovatel-sozdal-rasshirenie-dlia-agenta-pi-ispravliaiushchee-zatsiklivanie-v-6/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>Пользователь создал расширение для агента Pi, исправляющее зацикливание вызовов инструментов в Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11475-un-usuario-crea-una-extension-de-agente-de-codificacion-pi-para-corregir-el-de-a/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>Un usuario crea una extensión de agente de codificación Pi para corregir el bucle de llamadas a herramientas en Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11475-yong-hu-chuang-jian-pi-bian-ma-dai-li-kuo-zhan-yi-xiu-fu-qwen3-6-27b-de-gong-ju/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>用户创建 Pi 编码代理扩展以修复 Qwen3.6-27B 的工具调用循环</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11475-usuario-cria-extensao-de-agente-de-codificacao-pi-para-corrigir-loop-de-chamadas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>Usuário cria extensão de agente de codificação Pi para corrigir loop de chamadas de ferramenta no Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11475-upyogkrtaa-ne-qwen3-6-27b-men-ttuul-konl-luuping-ko-tthiik-krne-ke-lie-pi-ejentt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>उपयोगकर्ता ने Qwen3.6-27B में टूल-कॉल लूपिंग को ठीक करने के लिए Pi कोडिंग एजेंट एक्सटेंशन बनाया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11475-yu-sa-kapiko-teinkue-shientokuo-zhang-ji-neng-wozuo-cheng-shi-qwen3-6-27bnotsu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>ユーザーがPiコーディングエージェント拡張機能を作成し、Qwen3.6-27Bのツール呼び出しループを修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11475-sayongjaga-pi-koding-eijeonteu-hwagjangeul-mandeuleo-qwen3-6-27byi-dogu-hocul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>사용자가 Pi 코딩 에이전트 확장을 만들어 Qwen3.6-27B의 도구 호출 루프를 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11475-mstkhdm-ynshy-mtdd-wkyl-brmj-pi-lslh-tkrr-std-ldwt-fy-qwen3-6-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T15:06:37.863295+00:00</news:publication_date><news:title>مستخدم ينشئ امتداد وكيل برمجة Pi لإصلاح تكرار استدعاء الأدوات في Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11474-open-code-parallel-agents-benchmark-on-rtx-5090-with-qwen3-6-35b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>Open Code parallel agents benchmark on RTX 5090 with Qwen3.6 35B</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11474-rtx-5090-mic-qwen3-6-35breul-sayonghan-open-code-byeongryeol-eijeonteu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>RTX 5090 및 Qwen3.6 35B를 사용한 Open Code 병렬 에이전트 벤치마크</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11474-benchmark-parallelnykh-agentov-open-code-na-rtx-5090-s-qwen3-6-35b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>Бенчмарк параллельных агентов Open Code на RTX 5090 с Qwen3.6 35B</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11474-benchmark-de-agentes-paralelos-de-open-code-en-rtx-5090-con-qwen3-6-35b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>Benchmark de agentes paralelos de Open Code en RTX 5090 con Qwen3.6 35B</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11474-rtx-5090shang-qwen3-6-35bde-open-codebing-xing-zhi-neng-ti-ji-zhun-ce-shi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>RTX 5090上Qwen3.6 35B的Open Code并行智能体基准测试</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11474-benchmark-de-agentes-paralelos-do-open-code-na-rtx-5090-com-qwen3-6-35b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>Benchmark de agentes paralelos do Open Code na RTX 5090 com Qwen3.6 35B</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11474-rtx-5090-pr-qwen3-6-35b-ke-saath-open-code-pairell-ejentts-bencmaark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>RTX 5090 पर Qwen3.6 35B के साथ Open Code पैरेलल एजेंट्स बेंचमार्क</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11474-rtx-5090toqwen3-6-35bniyoruopen-codenobing-lie-e-shientohenchima-ku/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>RTX 5090とQwen3.6 35BによるOpen Codeの並列エージェントベンチマーク</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11474-benchmark-des-agents-paralleles-open-code-sur-rtx-5090-avec-qwen3-6-35b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>Benchmark des agents parallèles Open Code sur RTX 5090 avec Qwen3.6 35B</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11474-benchmarks-agen-paralel-open-code-di-rtx-5090-dengan-qwen3-6-35b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>Benchmarks agen paralel Open Code di RTX 5090 dengan Qwen3.6 35B</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11474-m-yr-wkl-open-code-lmtwzyyn-l-rtx-5090-m-qwen3-6-35b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T14:58:21.379398+00:00</news:publication_date><news:title>معايرة وكلاء Open Code المتوازيين على RTX 5090 مع Qwen3.6 35B</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11477-llama-cpp-b9972-wei-exec-shell-command-tian-jia-liu-shi-chuan-shu-zhi-chi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972 为 exec_shell_command 添加流式传输支持</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11477-llama-cpp-b9972-adds-stream-support-for-exec-shell-command/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972 adds stream support for exec_shell_command</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11477-llama-cpp-b9972e-exec-shell-command-seuteuriming-jiweon-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972에 exec_shell_command 스트리밍 지원 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11477-llama-cpp-b9972-dobavliaet-podderzhku-potokovoi-peredachi-dlia-exec-shell/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972 добавляет поддержку потоковой передачи для exec_shell_command</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11477-llama-cpp-b9972-anade-soporte-de-streaming-para-exec-shell-command/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972 añade soporte de streaming para exec_shell_command</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11477-llama-cpp-b9972-adiciona-suporte-a-streaming-para-exec-shell-command/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972 adiciona suporte a streaming para exec_shell_command</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11477-llama-cpp-b9972-ne-exec-shell-command-ke-lie-sttriiming-smrthn-joddaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972 ने exec_shell_command के लिए स्ट्रीमिंग समर्थन जोड़ा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11477-llama-cpp-b9972teexec-shell-commandnosutori-minkudui-ying-kazhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972でexec_shell_commandのストリーミング対応が追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11477-llama-cpp-b9972-ajoute-le-support-du-streaming-pour-exec-shell-command/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972 ajoute le support du streaming pour exec_shell_command</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11477-llama-cpp-b9972-menambahkan-dukungan-streaming-untuk-exec-shell-command/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>llama.cpp b9972 menambahkan dukungan streaming untuk exec_shell_command</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11477-df-llama-cpp-b9972-d-m-lbth-l-exec-shell-command/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T14:48:35.763875+00:00</news:publication_date><news:title>إضافة llama.cpp b9972 دعم البث لـ exec_shell_command</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11476-llama-cpp-b9973-release-with-deepseekv4-cache-fix/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>llama.cpp b9973 release with DeepseekV4 cache fix</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11476-vypusk-llama-cpp-b9973-s-ispravleniem-kesha-deepseekv4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>Выпуск llama.cpp b9973 с исправлением кэша DeepseekV4</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11476-lanzamiento-de-llama-cpp-b9973-con-correccion-de-cache-de-deepseekv4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>Lanzamiento de llama.cpp b9973 con corrección de caché de DeepseekV4</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11476-llama-cpp-b9973-fa-bu-bao-han-deepseekv4-huan-cun-xiu-fu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>llama.cpp b9973 发布，包含 DeepseekV4 缓存修复</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11476-lancamento-do-llama-cpp-b9973-com-correcao-de-cache-do-deepseekv4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>Lançamento do llama.cpp b9973 com correção de cache do DeepseekV4</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11476-deepseekv4-kaish-phiks-ke-saath-llama-cpp-b9973-riliij/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>DeepseekV4 कैश फिक्स के साथ llama.cpp b9973 रिलीज़</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11476-deepseekv4nokiyatsushiyuxiu-zheng-wohan-mullama-cpp-b9973riri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>DeepseekV4のキャッシュ修正を含むllama.cpp b9973リリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11476-deepseekv4-kaesi-sujeongi-pohamdoen-llama-cpp-b9973-rilriseu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>DeepseekV4 캐시 수정이 포함된 llama.cpp b9973 릴리스</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11476-llama-cpp-b9973-avec-correction-du-cache-deepseekv4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>llama.cpp b9973 avec correction du cache DeepseekV4</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11476-rilis-llama-cpp-b9973-dengan-perbaikan-cache-deepseekv4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>Rilis llama.cpp b9973 dengan perbaikan cache DeepseekV4</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11476-sdr-llama-cpp-b9973-m-slh-dhkr-ltkhzyn-lmwqt-l-deepseekv4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T14:36:40.352095+00:00</news:publication_date><news:title>إصدار llama.cpp b9973 مع إصلاح ذاكرة التخزين المؤقت لـ DeepseekV4</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11470-sglang-handles-higher-concurrency-better-than-vllm-on-4x-rtx-5060-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>SGLang handles higher concurrency better than vLLM on 4x RTX 5060 Ti</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11470-sglang-obespechivaet-luchshuiu-obrabotku-vysokoi-konkurentnosti-chem-vllm-na-4x/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>SGLang обеспечивает лучшую обработку высокой конкурентности, чем vLLM на 4x RTX 5060 Ti</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11470-sglang-maneja-mejor-la-mayor-concurrencia-que-vllm-en-4x-rtx-5060-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>SGLang maneja mejor la mayor concurrencia que vLLM en 4x RTX 5060 Ti</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11470-zai-4x-rtx-5060-tishang-sglangbi-vllmgeng-hao-di-chu-li-gao-bing-fa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>在4x RTX 5060 Ti上，SGLang比vLLM更好地处理高并发</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11470-sglang-lida-melhor-com-maior-concorrencia-que-vllm-em-4x-rtx-5060-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>SGLang lida melhor com maior concorrência que vLLM em 4x RTX 5060 Ti</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11470-4x-rtx-5060-ti-pr-sglm-vllm-kii-tulnaa-men-ucc-prtisprdhaa-ko-behtr-ddhng-se-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>4x RTX 5060 Ti पर SGLM vLLM की तुलना में उच्च प्रतिस्पर्धा को बेहतर ढंग से संभालता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11470-4mei-nortx-5060-tinioitesglanghavllmyorimogao-itong-shi-jie-sok-woyoriliang-li/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>4枚のRTX 5060 TiにおいてSGLangはvLLMよりも高い同時接続をより良く処理する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11470-4x-rtx-5060-tieseo-sglangi-vllmboda-deo-nopeun-dongsiseongeul-jal-ceoriham/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>4x RTX 5060 Ti에서 SGLang이 vLLM보다 더 높은 동시성을 잘 처리함</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11470-sglang-gere-mieux-une-concurrence-plus-elevee-que-vllm-sur-4x-rtx-5060-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>SGLang gère mieux une concurrence plus élevée que vLLM sur 4x RTX 5060 Ti</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11470-sglang-menangani-konkurensi-lebih-tinggi-daripada-vllm-pada-4x-rtx-5060-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>SGLang menangani konkurensi lebih tinggi daripada vLLM pada 4x RTX 5060 Ti</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11470-sglang-yt-ml-m-ltzmn-l-l-bshkl-fdl-mn-vllm-l-4x-rtx-5060-ti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T13:49:08.482332+00:00</news:publication_date><news:title>SGLang يتعامل مع التزامن الأعلى بشكل أفضل من vLLM على 4x RTX 5060 Ti</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11469-current-state-of-voice-to-voice-models/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>Current state of Voice-To-Voice models</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11469-tekushchee-sostoianie-modelei-voice-to-voice/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>Текущее состояние моделей Voice-To-Voice</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11469-estado-actual-de-los-modelos-voice-to-voice/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>Estado actual de los modelos Voice-To-Voice</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11469-voice-to-voice-mo-xing-de-dang-qian-zhuang-tai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>Voice-To-Voice 模型的当前状态</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11469-estado-atual-dos-modelos-voice-to-voice/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>Estado atual dos modelos Voice-To-Voice</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11469-voice-to-voice-monddlon-kii-vrtmaan-sthiti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>Voice-To-Voice मॉडलों की वर्तमान स्थिति</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11469-hoisu-tou-hoisumoterunoxian-zhuang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>ボイス・トゥ・ボイスモデルの現状</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11469-voice-to-voice-modelyi-hyeonjae-sangtae/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>Voice-To-Voice 모델의 현재 상태</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11469-etat-actuel-des-modeles-voice-to-voice/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>État actuel des modèles Voice-To-Voice</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11469-keadaan-terkini-model-voice-to-voice/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>Keadaan terkini model Voice-To-Voice</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11469-lhl-lhly-lnmdhj-lswt-l-lswt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T13:38:21.712151+00:00</news:publication_date><news:title>الحالة الحالية لنماذج الصوت إلى الصوت</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11471-zer0fit-wraps-google-s-tabfm-and-timesfm-as-a-local-mcp-server/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit wraps Google's TabFM and TimesFM as a local MCP server</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11471-zer0fit-oborachivaet-tabfm-i-timesfm-ot-google-v-lokalnyi-mcp-server/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit оборачивает TabFM и TimesFM от Google в локальный MCP-сервер</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11471-zer0fit-envuelve-tabfm-y-timesfm-de-google-como-un-servidor-mcp-local/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit envuelve TabFM y TimesFM de Google como un servidor MCP local</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11471-zer0fit-jiang-google-de-tabfm-he-timesfm-feng-zhuang-wei-ben-di-mcp-fu-wu-qi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit 将 Google 的 TabFM 和 TimesFM 封装为本地 MCP 服务器</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11471-zer0fit-empacota-tabfm-e-timesfm-do-google-como-um-servidor-mcp-local/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit empacota TabFM e TimesFM do Google como um servidor MCP local</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11471-zer0fit-google-ke-tabfm-aur-timesfm-ko-ek-sthaaniiy-mcp-srvr-ke-ruup-men-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit Google के TabFM और TimesFM को एक स्थानीय MCP सर्वर के रूप में लपेटता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11471-zer0fitkagooglenotabfmtotimesfmworo-karumcpsa-ha-toshiteratsuhu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0FitがGoogleのTabFMとTimesFMをローカルMCPサーバーとしてラップ</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11471-zer0fiti-googleyi-tabfmgwa-timesfmeul-rokeol-mcp-seobeoro-raeping/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit이 Google의 TabFM과 TimesFM을 로컬 MCP 서버로 래핑</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11471-zer0fit-encapsule-les-modeles-tabfm-et-timesfm-de-google-en-tant-que-serveur-mcp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit encapsule les modèles TabFM et TimesFM de Google en tant que serveur MCP local</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11471-zer0fit-membungkus-tabfm-dan-timesfm-dari-google-sebagai-server-mcp-lokal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit membungkus TabFM dan TimesFM dari Google sebagai server MCP lokal</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11471-zer0fit-tglf-tabfm-wtimesfm-mn-google-kkhdm-mcp-mhly/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T13:35:58.939049+00:00</news:publication_date><news:title>Zer0Fit تغلف TabFM وTimesFM من Google كخادم MCP محلي</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11468-peneliti-meminta-umpan-balik-mengenai-batas-memori-qwen2-5-untuk-penyebaran/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>Peneliti meminta umpan balik mengenai batas memori Qwen2.5 untuk penyebaran lokal</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11468-researcher-seeks-feedback-on-qwen2-5-memory-limits-for-local-deployment/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>Researcher seeks feedback on Qwen2.5 memory limits for local deployment</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11468-issledovatel-zaprashivaet-otzyvy-o-limitakh-pamiati-qwen2-5-dlia-lokalnogo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>Исследователь запрашивает отзывы о лимитах памяти Qwen2.5 для локального развертывания</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11468-investigador-busca-comentarios-sobre-los-limites-de-memoria-de-qwen2-5-para/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>Investigador busca comentarios sobre los límites de memoria de Qwen2.5 para implementación local</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11468-yan-jiu-ren-yuan-zheng-qiu-guan-yu-qwen2-5ben-di-bu-shu-nei-cun-xian-zhi-de-fan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>研究人员征求关于Qwen2.5本地部署内存限制的反馈</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11468-pesquisador-busca-feedback-sobre-os-limites-de-memoria-do-qwen2-5-para-local/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>Pesquisador busca feedback sobre os limites de memória do Qwen2.5 para implantação local</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11468-shodhkrtaa-sthaaniiy-tainaatii-ke-lie-qwen2-5-kii-memorii-siimaaon-pr-prtikriyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>शोधकर्ता स्थानीय तैनाती के लिए Qwen2.5 की मेमोरी सीमाओं पर प्रतिक्रिया चाहते हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11468-qwen2-5nomemorizhi-xian-niguan-suruhui-tohatsukuwoyan-jiu-zhe-kaqiu-mu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>Qwen2.5のメモリ制限に関するフィードバックを研究者が求む</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11468-rokeol-baeporeul-wihan-qwen2-5yi-memori-hangyee-daehan-yeonguja-pideubaeg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>로컬 배포를 위한 Qwen2.5의 메모리 한계에 대한 연구자 피드백 요청</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11468-un-chercheur-sollicite-des-avis-sur-les-limites-de-memoire-de-qwen2-5-pour-le/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>Un chercheur sollicite des avis sur les limites de mémoire de Qwen2.5 pour le déploiement local</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11468-bhth-ytlb-mlhzt-hwl-hdwd-dhkr-qwen2-5-llnshr-lmhly/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T13:26:50.919540+00:00</news:publication_date><news:title>باحث يطلب ملاحظات حول حدود ذاكرة Qwen2.5 للنشر المحلي</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11467-thamilvendhan-adds-signalbench-benchmark-to-hugging-face-hub-allow-list/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan adds SignalBench benchmark to Hugging Face Hub allow-list</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11467-thamilvendhan-dobavil-benchmark-signalbench-v-spisok-razreshennykh-na-hugging/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan добавил бенчмарк SignalBench в список разрешённых на Hugging Face Hub</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11467-thamilvendhan-anade-el-benchmark-signalbench-a-la-lista-permitida-de-hugging-hub/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan añade el benchmark SignalBench a la lista permitida de Hugging Face Hub</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11467-thamilvendhan-jiang-signalbench-ji-zhun-ce-shi-tian-jia-dao-hugging-face-hub-bai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan 将 SignalBench 基准测试添加到 Hugging Face Hub 白名单</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11467-thamilvendhan-adiciona-o-benchmark-signalbench-a-lista-permitida-do-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan adiciona o benchmark SignalBench à lista permitida do Hugging Face Hub</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11467-thamilvendhan-ne-hugging-face-hub-kii-anumt-suucii-men-signalbench-bencmaark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan ने Hugging Face Hub की अनुमत सूची में SignalBench बेंचमार्क जोड़ा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11467-thamilvendhankasignalbenchhenchima-kuwohugging-face-hubnoxu-ke-risutonizhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhanがSignalBenchベンチマークをHugging Face Hubの許可リストに追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11467-thamilvendhani-signalbench-bencimakeureul-hugging-face-hub-heoyong-mogroge-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan이 SignalBench 벤치마크를 Hugging Face Hub 허용 목록에 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11467-thamilvendhan-ajoute-le-benchmark-signalbench-a-la-liste-autorisee-du-hub-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan ajoute le benchmark SignalBench à la liste autorisée du Hub Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11467-thamilvendhan-menambahkan-benchmark-signalbench-ke-daftar-putih-hub-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>thamilvendhan menambahkan benchmark SignalBench ke daftar putih Hub Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11467-ydyf-thamilvendhan-mqys-signalbench-l-lqym-lmsmwh-lmrkz-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T13:15:01.716851+00:00</news:publication_date><news:title>يضيف thamilvendhan مقياس SignalBench إلى القائمة المسموحة لمركز Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11473-llama-cpp-adds-ggml-op-lightning-indexer-for-deepseek-v3-2-v4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cpp adds GGML_OP_LIGHTNING_INDEXER for DeepSeek V3.2/V4</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11473-llama-cpp-ajoute-ggml-op-lightning-indexer-pour-deepseek-v3-2-v4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cpp ajoute GGML_OP_LIGHTNING_INDEXER pour DeepSeek V3.2/V4</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11473-llama-cpp-menambahkan-ggml-op-lightning-indexer-untuk-deepseek-v3-2-v4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cpp menambahkan GGML_OP_LIGHTNING_INDEXER untuk DeepSeek V3.2/V4</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11473-ydyf-llama-cpp-ggml-op-lightning-indexer-l-deepseek-v3-2-v4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>يضيف llama.cpp GGML_OP_LIGHTNING_INDEXER لـ DeepSeek V3.2/V4</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11473-llama-cpp-dobavliaet-ggml-op-lightning-indexer-dlia-deepseek-v3-2-v4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cpp добавляет GGML_OP_LIGHTNING_INDEXER для DeepSeek V3.2/V4</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11473-llama-cpp-anade-ggml-op-lightning-indexer-para-deepseek-v3-2-v4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cpp añade GGML_OP_LIGHTNING_INDEXER para DeepSeek V3.2/V4</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11473-llama-cpp-wei-deepseek-v3-2-v4-tian-jia-ggml-op-lightning-indexer/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cpp 为 DeepSeek V3.2/V4 添加 GGML_OP_LIGHTNING_INDEXER</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11473-llama-cpp-adiciona-ggml-op-lightning-indexer-para-deepseek-v3-2-v4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cpp adiciona GGML_OP_LIGHTNING_INDEXER para DeepSeek V3.2/V4</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11473-deepseek-v3-2-v4-ke-lie-llama-cpp-ne-ggml-op-lightning-indexer-joddaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>DeepSeek V3.2/V4 के लिए llama.cpp ने GGML_OP_LIGHTNING_INDEXER जोड़ा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11473-llama-cppkadeepseek-v3-2-v4xiang-keniggml-op-lightning-indexerwozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cppがDeepSeek V3.2/V4向けにGGML_OP_LIGHTNING_INDEXERを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11473-llama-cppga-deepseek-v3-2-v4reul-wihae-ggml-op-lightning-indexer-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T13:05:55.882794+00:00</news:publication_date><news:title>llama.cpp가 DeepSeek V3.2/V4를 위해 GGML_OP_LIGHTNING_INDEXER 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11472-llama-cpp-b9971i-server-stream-ripaegtoring-mic-seuredeu-anjeonhaji-anheun-rd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971이 server_stream 리팩토링 및 스레드 안전하지 않은 rd.stop() 호출 제거</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11472-llama-cpp-b9971-refactorise-server-stream-et-supprime-l-appel-non-thread-safe-rd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 refactorise server_stream et supprime l'appel non thread-safe rd.stop()</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11472-llama-cpp-b9971-melakukan-refactor-pada-server-stream-dan-menghapus-panggilan-rd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 melakukan refactor pada server_stream dan menghapus panggilan rd.stop() yang tidak aman-terahad</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11472-d-hykl-llama-cpp-b9971-l-server-stream-wzl-std-rd-stop-gyr-lmn-llkhywt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>إعادة هيكلة llama.cpp b9971 لـ server_stream وإزالة استدعاء rd.stop() غير الآمن للخيوط</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11472-llama-cpp-b9971-refactors-server-stream-and-removes-non-thread-safe-rd-stop-call/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 refactors server_stream and removes non-thread-safe rd.stop() call</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11472-llama-cpp-b9971-refaktorit-server-stream-i-udaliaet-nebezopasnyi-v-potokakh-rd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 рефакторит server_stream и удаляет небезопасный в потоках вызов rd.stop()</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11472-llama-cpp-b9971-refactoriza-server-stream-y-elimina-la-llamada-rd-stop-no-segura/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 refactoriza server_stream y elimina la llamada rd.stop() no segura para hilos</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11472-llama-cpp-b9971-zhong-gou-server-stream-bing-yi-chu-fei-xian-cheng-an-quan-de-rd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 重构 server_stream 并移除非线程安全的 rd.stop() 调用</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11472-llama-cpp-b9971-refatora-server-stream-e-remove-chamada-rd-stop-nao-segura-para/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 refatora server_stream e remove chamada rd.stop() não segura para threads</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11472-llama-cpp-b9971-server-stream-ko-riiphaikttr-krtaa-hai-aur-gair-thredd-surkssit/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 server_stream को रीफैक्टर करता है और गैर-थ्रेड-सुरक्षित rd.stop() कॉल को हटाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11472-llama-cpp-b9971-ka-server-stream-worihuakutarinkushi-suretsutose-hutenai-rd-stop/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T12:47:38.145656+00:00</news:publication_date><news:title>llama.cpp b9971 が server_stream をリファクタリングし、スレッドセーフでない rd.stop() 呼び出しを削除</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11465-vellium-v1-0-0-released-with-security-hardening-and-stability-fixes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>Vellium v1.0.0 released with security hardening and stability fixes</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11465-vypushchen-vellium-v1-0-0-s-usileniem-bezopasnosti-i-ispravleniiami-stabilnosti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>Выпущен Vellium v1.0.0 с усилением безопасности и исправлениями стабильности</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11465-vellium-v1-0-0-lanzado-con-endurecimiento-de-seguridad-y-correcciones-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>Vellium v1.0.0 lanzado con endurecimiento de seguridad y correcciones de estabilidad</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11465-vellium-v1-0-0-fa-bu-bao-han-an-quan-jia-gu-he-wen-ding-xing-xiu-fu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>Vellium v1.0.0 发布，包含安全加固和稳定性修复</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11465-vellium-v1-0-0-lancado-com-endurecimento-de-seguranca-e-correcoes-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>Vellium v1.0.0 lançado com endurecimento de segurança e correções de estabilidade</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11465-surkssaa-kddaaii-aur-sthirtaa-sudhaaron-ke-saath-vellium-v1-0-0-jaarii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>सुरक्षा कड़ाई और स्थिरता सुधारों के साथ Vellium v1.0.0 जारी</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11465-sekiyuriteiqiang-hua-toan-ding-xing-xiu-zheng-woshi-shitavellium-v1-0-0kariri-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>セキュリティ強化と安定性修正を施したVellium v1.0.0がリリース</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11465-boan-ganghwa-mic-anjeongseong-sujeongi-pohamdoen-vellium-v1-0-0-culsi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>보안 강화 및 안정성 수정이 포함된 Vellium v1.0.0 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11465-vellium-v1-0-0-publie-avec-durcissement-de-la-securite-et-corrections-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>Vellium v1.0.0 publié avec durcissement de la sécurité et corrections de stabilité</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11465-vellium-v1-0-0-dirilis-dengan-pengerasan-keamanan-dan-perbaikan-stabilitas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>Vellium v1.0.0 dirilis dengan pengerasan keamanan dan perbaikan stabilitas</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11465-sdr-vellium-v1-0-0-m-t-zyzt-lmn-wslht-lstqrr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T10:32:06.108023+00:00</news:publication_date><news:title>إصدار Vellium v1.0.0 مع تعزيزات الأمان وإصلاحات الاستقرار</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11466-yong-hu-xun-wen-claude-code-shi-fou-ke-yi-shi-yong-ben-di-mo-xing-pei-he-qi-dai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>用户询问 Claude Code 是否可以使用本地模型配合其代理</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11466-usuario-pergunta-se-o-claude-code-pode-usar-modelos-locais-com-seus-agentes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>Usuário pergunta se o Claude Code pode usar modelos locais com seus agentes</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11466-user-asks-if-claude-code-can-use-local-models-with-its-agents/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>User asks if Claude Code can use local models with its agents</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11466-polzovatel-sprashivaet-mozhet-li-claude-code-ispolzovat-lokalnye-modeli-s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>Пользователь спрашивает, может ли Claude Code использовать локальные модели с агентами</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11466-el-usuario-pregunta-si-claude-code-puede-usar-modelos-locales-con-sus-agentes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>El usuario pregunta si Claude Code puede usar modelos locales con sus agentes</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11466-upyogkrtaa-puuchtaa-hai-ki-kyaa-claude-code-apne-ejentts-ke-saath-sthaaniiy-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>उपयोगकर्ता पूछता है कि क्या Claude Code अपने एजेंट्स के साथ स्थानीय मॉडल का उपयोग कर सकता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11466-yu-sa-haclaude-codekae-shientotero-karumoteruwoshi-yong-tekirukaxun-neru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>ユーザーはClaude Codeがエージェントでローカルモデルを使用できるか尋ねる</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11466-sayongjaga-claude-codega-eijeonteuwa-hamgge-rokeol-modeleul-sayonghal-su/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>사용자가 Claude Code가 에이전트와 함께 로컬 모델을 사용할 수 있는지 묻습니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11466-l-utilisateur-demande-si-claude-code-peut-utiliser-des-modeles-locaux-avec-ses/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>L'utilisateur demande si Claude Code peut utiliser des modèles locaux avec ses agents</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11466-pengguna-bertanya-apakah-claude-code-dapat-menggunakan-model-lokal-dengan-agen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>Pengguna bertanya apakah Claude Code dapat menggunakan model lokal dengan agen-agenya</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11466-ysl-lmstkhdm-m-dh-kn-ymkn-l-claude-code-stkhdm-lnmdhj-lmhly-m-wklyh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T10:19:43.556651+00:00</news:publication_date><news:title>يسأل المستخدم عما إذا كان يمكن لـ Claude Code استخدام النماذج المحلية مع وكلائه</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11464-voodoo-quant-otimiza-qwen3-5-0-8b-e-2b-com-menor-kld-que-unsloth/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant otimiza Qwen3.5 0.8B e 2B com menor KLD que Unsloth</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11464-voodoo-quant-you-hua-qwen3-5-0-8b-he-2b-kld-di-yu-unsloth/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant 优化 Qwen3.5 0.8B 和 2B，KLD 低于 Unsloth</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11464-voodoo-quant-optimizes-qwen3-5-0-8b-and-2b-with-lower-kld-than-unsloth/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant optimizes Qwen3.5 0.8B and 2B with lower KLD than Unsloth</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11464-voodoo-quant-optimiziruet-qwen3-5-0-8b-i-2b-s-menshim-kld-chem-unsloth/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant оптимизирует Qwen3.5 0.8B и 2B с меньшим KLD, чем Unsloth</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11464-voodoo-quant-optimiza-qwen3-5-0-8b-y-2b-con-menor-kld-que-unsloth/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant optimiza Qwen3.5 0.8B y 2B con menor KLD que Unsloth</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11464-voodoo-quant-unsloth-kii-tulnaa-men-km-kld-ke-saath-qwen3-5-0-8b-aur-2b-ko-krtaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant, Unsloth की तुलना में कम KLD के साथ Qwen3.5 0.8B और 2B को अनुकूलित करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11464-voodoo-quanthaunslothyoridi-ikldteqwen3-5-0-8boyohi2bwozui-shi-hua/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo QuantはUnslothより低いKLDでQwen3.5 0.8Bおよび2Bを最適化</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11464-voodoo-quanti-unslothboda-najeun-kldro-qwen3-5-0-8b-mic-2b-coejeoghwa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant이 Unsloth보다 낮은 KLD로 Qwen3.5 0.8B 및 2B 최적화</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11464-voodoo-quant-optimise-qwen3-5-0-8b-et-2b-avec-une-kld-inferieure-a-celle-d/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant optimise Qwen3.5 0.8B et 2B avec une KLD inférieure à celle d'Unsloth</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11464-voodoo-quant-mengoptimalkan-qwen3-5-0-8b-dan-2b-dengan-kld-lebih-rendah-daripada/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant mengoptimalkan Qwen3.5 0.8B dan 2B dengan KLD lebih rendah daripada Unsloth</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11464-voodoo-quant-yhswn-d-qwen3-5-0-8b-w2b-bnhrf-kld-ql-mn-unsloth/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T09:15:45.704849+00:00</news:publication_date><news:title>Voodoo Quant يحسّن أداء Qwen3.5 0.8B و2B بانحراف KLD أقل من Unsloth</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11454-tutorial-nvidia-mendemonstrasikan-pemrograman-gpu-berbasis-tile-dengan-cutile/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>Tutorial NVIDIA mendemonstrasikan pemrograman GPU berbasis tile dengan cuTile dan Triton</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11454-yuzhr-brnmj-nvidia-lt-lymy-brmj-whd-m-lj-lrswmt-lqym-l-lblt-bstkhdm-cutile/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>يُظهر برنامج NVIDIA التعليمي برمجة وحدة معالجة الرسومات القائمة على البلاط باستخدام cuTile وTriton</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11454-nvidia-tutorial-demonstrates-tile-based-gpu-programming-with-cutile-and-triton/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>NVIDIA tutorial demonstrates tile-based GPU programming with cuTile and Triton</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11454-tutorial-nvidia-demonstriruet-blochnoe-programmirovanie-gpu-s-pomoshchiu-cutile/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>Туториал NVIDIA демонстрирует блочное программирование GPU с помощью cuTile и Triton</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11454-tutorial-de-nvidia-demuestra-programacion-de-gpu-basada-en-tiles-con-cutile-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>Tutorial de NVIDIA demuestra programación de GPU basada en tiles con cuTile y Triton</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11454-nvidia-jiao-cheng-yan-shi-liao-shi-yong-cutile-he-triton-de-ji-yu-tile-de-gpu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>NVIDIA 教程演示了使用 cuTile 和 Triton 的基于 Tile 的 GPU 编程</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11454-tutorial-da-nvidia-demonstra-programacao-de-gpu-baseada-em-tiles-com-cutile-e/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>Tutorial da NVIDIA demonstra programação de GPU baseada em tiles com cuTile e Triton</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11454-nvidia-ttyuuttoriyl-cutile-aur-triton-ke-saath-ttaail-aadhaarit-gpu-prograaming/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>NVIDIA ट्यूटोरियल cuTile और Triton के साथ टाइल-आधारित GPU प्रोग्रामिंग को प्रदर्शित करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11454-nvidianochiyu-toriaruhacutiletotritonwoyong-itatairuhe-sugpuhurokuraminkuwoshi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>NVIDIAのチュートリアルはcuTileとTritonを用いたタイルベースGPUプログラミングを示す</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11454-nvidia-tyutorieoleun-cutilegwa-tritoneul-sayonghan-tail-giban-gpu-siyeonhabnida/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>NVIDIA 튜토리얼은 cuTile과 Triton을 사용한 타일 기반 GPU 프로그래밍을 시연합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11454-un-tutoriel-nvidia-demontre-la-programmation-gpu-basee-sur-des-tuiles-avec-et/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T08:05:56.168523+00:00</news:publication_date><news:title>Un tutoriel NVIDIA démontre la programmation GPU basée sur des tuiles avec cuTile et Triton</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11453-thinking-machines-lab-proposes-human-centered-ai-with-customizable-weights/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab proposes human-centered AI with customizable weights</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11453-thinking-machines-lab-predlagaet-chelovekotsentrichnyi-ii-s-nastraivaemymi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab предлагает человекоцентричный ИИ с настраиваемыми весами</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11453-thinking-machines-lab-propone-una-ia-centrada-en-el-humano-con-pesos/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab propone una IA centrada en el humano con pesos personalizables</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11453-thinking-machines-lab-ti-chu-yi-ren-wei-zhong-xin-de-ai-zhi-chi-zi-ding-yi-quan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab 提出以人为中心的 AI，支持自定义权重</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11453-thinking-machines-lab-propoe-ia-centrada-no-humano-com-pesos-personalizaveis/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab propõe IA centrada no humano com pesos personalizáveis</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11453-thinking-mshiins-laib-ksttmaaij-krne-yogy-vjn-ke-saath-maanv-kendrit-ai-kaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>थिंकिंग मशीन्स लैब कस्टमाइज करने योग्य वजन के साथ मानव-केंद्रित AI का प्रस्ताव देती है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11453-thinking-machines-lab-kasutamaisuke-neng-nazhong-miwochi-tsuren-jian-zhong-xin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab、カスタマイズ可能な重みを持つ人間中心のAIを提案</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11453-thinking-machines-lab-sayongja-jeongyi-ganeunghan-gajungcireul-gajcun-ingan-ai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab, 사용자 정의 가능한 가중치를 갖춘 인간 중심 AI 제안</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11453-thinking-machines-lab-propose-une-ia-centree-sur-l-humain-avec-des-poids/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab propose une IA centrée sur l'humain avec des poids personnalisables</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11453-thinking-machines-lab-mengusulkan-ai-berpusat-pada-manusia-dengan-bobot-yang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>Thinking Machines Lab mengusulkan AI berpusat pada manusia dengan bobot yang dapat disesuaikan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11453-mkhtbr-llt-lmfkr-yqtrh-dhkan-stn-yan-yrkz-l-lnsn-bwzn-qbl-lltkhsys/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T07:52:11.113442+00:00</news:publication_date><news:title>مختبر الآلات المفكرة يقترح ذكاءً اصطناعياً يركز على الإنسان بأوزان قابلة للتخصيص</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11462-xiaomi-telecharge-les-poids-de-mimo-v2-5-dflash-et-un-modele-mtp-separe-sur-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>Xiaomi télécharge les poids de MiMo-V2.5-DFlash et un modèle MTP séparé sur Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11462-shwmy-trf-wzn-mimo-v2-5-dflash-wnmwdhj-mtp-mnfsl-l-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>شاومي ترفع أوزان MiMo-V2.5-DFlash ونموذج MTP منفصل إلى Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11462-xiaomi-uploads-mimo-v2-5-dflash-weights-and-separate-mtp-model-to-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>Xiaomi uploads MiMo-V2.5-DFlash weights and separate MTP model to Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11462-xiaomi-mengunggah-bobot-mimo-v2-5-dflash-dan-model-mtp-terpisah-ke-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>Xiaomi mengunggah bobot MiMo-V2.5-DFlash dan model MTP terpisah ke Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11462-xiaomi-zagruzila-vesa-mimo-v2-5-dflash-i-otdelnuiu-model-mtp-na-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>Xiaomi загрузила веса MiMo-V2.5-DFlash и отдельную модель MTP на Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11462-xiaomi-sube-los-pesos-de-mimo-v2-5-dflash-y-el-modelo-mtp-por-separado-a-hugging/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>Xiaomi sube los pesos de MiMo-V2.5-DFlash y el modelo MTP por separado a Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11462-xiao-mi-jiang-mimo-v2-5-dflash-quan-zhong-he-du-li-de-mtp-mo-xing-shang-chuan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>小米将 MiMo-V2.5-DFlash 权重和独立的 MTP 模型上传至 Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11462-xiaomi-envia-pesos-do-mimo-v2-5-dflash-e-modelo-mtp-separado-para-o-hugging-face/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>Xiaomi envia pesos do MiMo-V2.5-DFlash e modelo MTP separado para o Hugging Face</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11462-xiaomi-ne-mimo-v2-5-dflash-ke-vjn-aur-alg-mtp-monddl-ko-hugging-face-pr-aplodd/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>Xiaomi ने MiMo-V2.5-DFlash के वजन और अलग MTP मॉडल को Hugging Face पर अपलोड किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11462-xiaomikamimo-v2-5-dflashnozhong-mitoge-bie-nomtpmoteruwohugging-faceniatsuhuro/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>XiaomiがMiMo-V2.5-DFlashの重みと個別のMTPモデルをHugging Faceにアップロード</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11462-syaomi-mimo-v2-5-dflash-gajungci-mic-byeoldo-mtp-modeleul-hugging-facee-eobrodeu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T07:43:57.940813+00:00</news:publication_date><news:title>샤오미, MiMo-V2.5-DFlash 가중치 및 별도 MTP 모델을 Hugging Face에 업로드</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11463-usuario-busca-ajuda-para-ajustar-o-cache-do-llama-server-para-qwen-3-5-122b-no/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>Usuário busca ajuda para ajustar o cache do llama-server para Qwen 3.5 122B no Strix Halo</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11463-user-seeks-help-tuning-llama-server-cache-for-qwen-3-5-122b-on-strix-halo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>User seeks help tuning llama-server cache for Qwen 3.5 122B on Strix Halo</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11463-polzovatel-ishchet-pomoshch-v-nastroike-kesha-llama-server-dlia-qwen-3-5-122b-na/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>Пользователь ищет помощь в настройке кэша llama-server для Qwen 3.5 122B на Strix Halo</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11463-un-usuario-busca-ayuda-para-ajustar-el-cache-de-llama-server-para-qwen-3-5-122b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>Un usuario busca ayuda para ajustar el caché de llama-server para Qwen 3.5 122B en Strix Halo</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11463-yong-hu-xun-qiu-bang-zhu-yi-zai-strix-halo-shang-wei-qwen-3-5-122b-diao-zheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>用户寻求帮助以在 Strix Halo 上为 Qwen 3.5 122B 调整 llama-server 缓存</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11463-upyogkrtaa-strix-halo-pr-qwen-3-5-122b-ke-lie-llama-server-kaish-ko-ttyuun-krne/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>उपयोगकर्ता Strix Halo पर Qwen 3.5 122B के लिए llama-server कैश को ट्यून करने में सहायता चाहता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11463-strix-halo-te-qwen-3-5-122b-woshi-xing-suru-llama-server-nokiyatsushiyudiao-yuan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>Strix Halo で Qwen 3.5 122B を実行する llama-server のキャッシュ調整に関する支援を求む</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11463-strix-haloeseo-qwen-3-5-122byong-llama-server-kaesi-tyuning-doum-yoceong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>Strix Halo에서 Qwen 3.5 122B용 llama-server 캐시 튜닝 도움 요청</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11463-un-utilisateur-demande-de-l-aide-pour-ajuster-le-cache-de-llama-server-pour-qwen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>Un utilisateur demande de l'aide pour ajuster le cache de llama-server pour Qwen 3.5 122B sur Strix Halo</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11463-pengguna-meminta-bantuan-menyetel-cache-llama-server-untuk-qwen-3-5-122b-di-halo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>Pengguna meminta bantuan menyetel cache llama-server untuk Qwen 3.5 122B di Strix Halo</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11463-mstkhdm-ytlb-ms-d-fy-dbt-dhkr-ltkhzyn-lmwqt-l-llama-server-lnmwdhj-qwen-3-5-122b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T07:37:28.178803+00:00</news:publication_date><news:title>مستخدم يطلب مساعدة في ضبط ذاكرة التخزين المؤقت لـ llama-server لنموذج Qwen 3.5 122B على نظام Strix Halo</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11452-user-asks-if-two-rtx-3060s-enable-running-larger-local-llms/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>User asks if two RTX 3060s enable running larger local LLMs</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11452-polzovatel-sprashivaet-pozvoliat-li-dve-rtx-3060-zapuskat-bolee-krupnye-lokalnye/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>Пользователь спрашивает, позволят ли две RTX 3060 запускать более крупные локальные LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11452-el-usuario-pregunta-si-dos-rtx-3060-permiten-ejecutar-llm-locales-mas-grandes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>El usuario pregunta si dos RTX 3060 permiten ejecutar LLM locales más grandes</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11452-yong-hu-xun-wen-liang-kuai-rtx-3060-shi-fou-neng-yun-xing-geng-da-de-ben-di-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>用户询问两块 RTX 3060 是否能运行更大的本地 LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11452-usuario-pergunta-se-duas-rtx-3060-permitem-executar-llms-locais-maiores/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>Usuário pergunta se duas RTX 3060 permitem executar LLMs locais maiores</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11452-upyogkrtaa-puuchtaa-hai-ki-kyaa-do-rtx-3060-bdde-sthaaniiy-llms-claane-kii-dete/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>उपयोगकर्ता पूछता है कि क्या दो RTX 3060 बड़े स्थानीय LLMs चलाने की अनुमति देते हैं</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11452-yu-sa-hartx-3060wo2mei-shi-yong-surukotote-yorida-kinaro-karullmwoshi-xing-wen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>ユーザーはRTX 3060を2枚使用することで、より大きなローカルLLMを実行できるか質問している</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11452-sayongjaga-rtx-3060-du-gaero-deo-keun-rokeol-llmeul-silhaenghal-su-issneunji/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>사용자가 RTX 3060 두 개로 더 큰 로컬 LLM을 실행할 수 있는지 묻습니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11452-l-utilisateur-demande-si-deux-rtx-3060-permettent-d-executer-des-llm-locaux-plus/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>L'utilisateur demande si deux RTX 3060 permettent d'exécuter des LLM locaux plus grands</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11452-pengguna-bertanya-apakah-dua-rtx-3060-memungkinkan-menjalankan-llm-lokal-yang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>Pengguna bertanya apakah dua RTX 3060 memungkinkan menjalankan LLM lokal yang lebih besar</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11452-ysl-lmstkhdm-m-dh-kn-stkhdm-btqty-rtx-3060-ysmh-btshgyl-nmdhj-llm-mhly-kbr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T07:15:06.281467+00:00</news:publication_date><news:title>يسأل المستخدم عما إذا كان استخدام بطاقتي RTX 3060 يسمح بتشغيل نماذج LLM محلية أكبر</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11455-un-utilisateur-teste-qwen3-qwen3-6-et-gemma4-sur-un-cpu-intel-285hx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>Un utilisateur teste Qwen3, Qwen3.6 et Gemma4 sur un CPU Intel 285HX</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11455-pengguna-menguji-qwen3-qwen3-6-dan-gemma4-pada-cpu-intel-285hx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>Pengguna menguji Qwen3, Qwen3.6, dan Gemma4 pada CPU Intel 285HX</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11455-mstkhdm-ykhtbr-qwen3-wqwen3-6-wgemma4-l-m-lj-intel-285hx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>مستخدم يختبر Qwen3 وQwen3.6 وGemma4 على معالج Intel 285HX</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11455-user-tests-qwen3-qwen3-6-and-gemma4-on-intel-285hx-cpu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>User tests Qwen3, Qwen3.6, and Gemma4 on Intel 285HX CPU</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11455-polzovatel-testiruet-qwen3-qwen3-6-i-gemma4-na-protsessore-intel-285hx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>Пользователь тестирует Qwen3, Qwen3.6 и Gemma4 на процессоре Intel 285HX</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11455-un-usuario-prueba-qwen3-qwen3-6-y-gemma4-en-la-cpu-intel-285hx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>Un usuario prueba Qwen3, Qwen3.6 y Gemma4 en la CPU Intel 285HX</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11455-yong-hu-zai-intel-285hx-cpu-shang-ce-shi-qwen3-qwen3-6-he-gemma4/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>用户在 Intel 285HX CPU 上测试 Qwen3、Qwen3.6 和 Gemma4</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11455-usuario-testa-qwen3-qwen3-6-e-gemma4-na-cpu-intel-285hx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>Usuário testa Qwen3, Qwen3.6 e Gemma4 na CPU Intel 285HX</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11455-upyogkrtaa-intel-285hx-cpu-pr-qwen3-qwen3-6-aur-gemma4-kaa-priikssnn-krtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>उपयोगकर्ता Intel 285HX CPU पर Qwen3, Qwen3.6 और Gemma4 का परीक्षण करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11455-yu-sa-kaintel-285hx-cputeqwen3-qwen3-6-gemma4wotesuto/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>ユーザーがIntel 285HX CPUでQwen3、Qwen3.6、Gemma4をテスト</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11455-sayongjaga-intel-285hx-cpueseo-qwen3-qwen3-6-gemma4-teseuteu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T07:05:33.432894+00:00</news:publication_date><news:title>사용자가 Intel 285HX CPU에서 Qwen3, Qwen3.6, Gemma4 테스트</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11456-eramax-compresses-glm-5-2-moe-for-rtx-3090-with-codec-native-experts/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax compresses GLM-5.2 MoE for RTX 3090 with codec-native experts</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11456-eramax-compresse-glm-5-2-moe-pour-rtx-3090-avec-des-experts-natifs-au-codec/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax compresse GLM-5.2 MoE pour RTX 3090 avec des experts natifs au codec</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11456-eramax-mengompresi-glm-5-2-moe-untuk-rtx-3090-dengan-ahli-asli-codec/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax mengompresi GLM-5.2 MoE untuk RTX 3090 dengan ahli asli codec</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11456-eramax-szhimaet-glm-5-2-moe-dlia-rtx-3090-s-ekspertami-na-osnove-kodeka/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax сжимает GLM-5.2 MoE для RTX 3090 с экспертами на основе кодека</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11456-eramax-comprime-glm-5-2-moe-para-rtx-3090-con-expertos-nativos-del-codec/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax comprime GLM-5.2 MoE para RTX 3090 con expertos nativos del códec</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11456-eramax-shi-yong-bian-jie-ma-qi-yuan-sheng-zhuan-jia-jiang-glm-5-2-moe-ya-suo-zhi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax 使用编解码器原生专家将 GLM-5.2 MoE 压缩至 RTX 3090</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11456-eramax-comprime-glm-5-2-moe-para-rtx-3090-com-especialistas-nativos-do-codec/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax comprime GLM-5.2 MoE para RTX 3090 com especialistas nativos do codec</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11456-eramax-ne-rtx-3090-ke-lie-glm-5-2-moe-ko-codec-native-experts-ke-saath-snpiiddit/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax ने RTX 3090 के लिए GLM-5.2 MoE को codec-native experts के साथ संपीड़ित किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11456-eramaxkacodecneiteihunoekisuha-toteglm-5-2-moewortx-3090xiang-keniya-suo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramaxがcodecネイティブのエキスパートでGLM-5.2 MoEをRTX 3090向けに圧縮</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11456-eramaxga-kodeg-neitibeu-jeonmungaro-rtx-3090yong-glm-5-2-moe-abcug/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>eramax가 코덱 네이티브 전문가로 RTX 3090용 GLM-5.2 MoE 압축</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11456-yrmks-ydgt-nmwdhj-glm-5-2-moe-lbtq-rtx-3090-bstkhdm-khbr-slyyn-lltrmyz/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T06:56:07.825465+00:00</news:publication_date><news:title>يراماكس يضغط نموذج GLM-5.2 MoE لبطاقة RTX 3090 باستخدام خبراء أصليين للترميز</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11457-qwen3-4b-j-space-shang-neng-jian-ce-huan-jue-dan-zai-shen-hua-he-shu-xue-shang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>Qwen3-4B J-Space 熵能检测幻觉，但在神话和数学上失败</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11457-qwen3-4b-j-space-entropy-detects-hallucinations-but-fails-on-myths-and-math/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>Qwen3-4B J-Space entropy detects hallucinations but fails on myths and math</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11457-entropiia-j-space-qwen3-4b-obnaruzhivaet-galliutsinatsii-no-terpit-neudachu-na-i/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>Энтропия J-Space Qwen3-4B обнаруживает галлюцинации, но терпит неудачу на мифах и математике</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11457-la-entropia-de-j-space-de-qwen3-4b-detecta-alucinaciones-pero-falla-en-mitos-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>La entropía de J-Space de Qwen3-4B detecta alucinaciones pero falla en mitos y matemáticas</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11457-a-entropia-do-j-space-do-qwen3-4b-detecta-alucinacoes-mas-falha-em-mitos-e/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>A entropia do J-Space do Qwen3-4B detecta alucinações, mas falha em mitos e matemática</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11457-qwen3-4b-j-space-enttronpii-hailusineshn-kaa-ptaa-lgaatii-hai-lekin-mithkon-aur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>Qwen3-4B J-Space एंट्रॉपी हैलुसिनेशन का पता लगाती है लेकिन मिथकों और गणित में विफल रहती है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11457-qwen3-4bnoj-spaceentorohi-hahuan-jue-wojian-chu-suruka-shen-hua-yashu-xue-bai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>Qwen3-4BのJ-Spaceエントロピーは幻覚を検出するが、神話や数学では失敗する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11457-qwen3-4byi-j-space-enteuropineun-hwangageul-gamjihajiman-sinhwawa-suhageseoneun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>Qwen3-4B의 J-Space 엔트로피는 환각을 감지하지만 신화와 수학에서는 실패함</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11457-l-entropie-j-space-de-qwen3-4b-detecte-les-hallucinations-mais-echoue-sur-les-et/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>L'entropie J-Space de Qwen3-4B détecte les hallucinations mais échoue sur les mythes et les mathématiques</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11457-entropi-j-space-qwen3-4b-mendeteksi-halusinasi-tetapi-gagal-pada-mitos-dan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>Entropi J-Space Qwen3-4B mendeteksi halusinasi tetapi gagal pada mitos dan matematika</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11457-tktshf-ntrwby-j-space-fy-qwen3-4b-lhlwst-lknh-tfshl-fy-lstyr-wlrydyt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T06:46:55.523571+00:00</news:publication_date><news:title>تكتشف إنتروبيا J-Space في Qwen3-4B الهلوسات لكنها تفشل في الأساطير والرياضيات</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11460-turboquant-v0-3-0-corrige-el-error-de-precision-fp16-de-p100-en-llama-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 corrige el error de precisión fp16 de P100 en llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11460-turboquant-v0-3-0-fixes-p100-fp16-precision-bug-in-llama-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 fixes P100 fp16 precision bug in llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11460-turboquant-v0-3-0-ispravliaet-oshibku-tochnosti-fp16-dlia-p100-v-llama-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 исправляет ошибку точности fp16 для P100 в llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11460-turboquant-v0-3-0-xiu-fu-liao-llama-cpp-zhong-ying-xiang-p100-fp16-jing-du-de-wu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 修复了 llama.cpp 中影响 P100 fp16 精度的错误</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11460-turboquant-v0-3-0-corrige-bug-de-precisao-fp16-do-p100-no-llama-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 corrige bug de precisão fp16 do P100 no llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11460-turboquant-v0-3-0-ne-llama-cpp-men-p100-fp16-sttiiktaa-bg-ko-tthiik-kiyaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 ने llama.cpp में P100 fp16 सटीकता बग को ठीक किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11460-turboquant-v0-3-0-ka-llama-cpp-no-tesla-p100-xiang-ke-fp16-jing-du-hakuwoxiu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 が llama.cpp の Tesla P100 向け fp16 精度バグを修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11460-turboquant-v0-3-0-llama-cpp-yi-tesla-p100-fp16-jeongmildo-beogeu-sujeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0, llama.cpp 의 Tesla P100 fp16 정밀도 버그 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11460-turboquant-v0-3-0-corrige-un-bug-de-precision-fp16-sur-tesla-p100-dans-llama-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 corrige un bug de précision fp16 sur Tesla P100 dans llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11460-turboquant-v0-3-0-memperbaiki-bug-presisi-fp16-p100-di-llama-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 memperbaiki bug presisi fp16 P100 di llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11460-turboquant-v0-3-0-yslh-kht-dq-fp16-lbtqt-tesla-p100-fy-llama-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T06:39:17.191783+00:00</news:publication_date><news:title>turboquant v0.3.0 يصلح خطأ دقة fp16 لبطاقات Tesla P100 في llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11461-user-runs-100b-llms-on-low-end-hardware-using-moe-nvme-offloading-and/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>User runs 100B+ LLMs on low-end hardware using MoE, NVMe offloading, and quantization</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11461-polzovatel-zapuskaet-llm-s-100b-parametrami-na-slabom-zheleze-s-pomoshchiu-moe-i/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>Пользователь запускает LLM с 100B+ параметрами на слабом железе с помощью MoE, выгрузки на NVMe и квантования</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11461-un-usuario-ejecuta-llms-de-100b-parametros-en-hardware-de-gama-baja-usando-moe-a/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>Un usuario ejecuta LLMs de 100B+ parámetros en hardware de gama baja usando MoE, descarga a NVMe y cuantización</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11461-yong-hu-shi-yong-moe-nvme-xie-zai-he-liang-hua-zai-di-duan-ying-jian-shang-yun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>用户使用 MoE、NVMe 卸载和量化在低端硬件上运行 100B+ LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11461-usuario-executa-llms-de-100b-parametros-em-hardware-de-baixo-custo-usando-moe-e/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>Usuário executa LLMs de 100B+ parâmetros em hardware de baixo custo usando MoE, descarga para NVMe e quantização</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11461-upyogkrtaa-moe-nvme-onphlodding-aur-kvaanttiijeshn-kaa-upyog-krke-km-ant-vaale/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>उपयोगकर्ता MoE, NVMe ऑफलोडिंग और क्वांटीज़ेशन का उपयोग करके कम-अंत वाले हार्डवेयर पर 100B+ LLMs चलाता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11461-moe-nvmeohuro-to-liang-zi-hua-woyong-itedi-suhetsukuha-toueate100bchao-llmwoshi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>MoE、NVMeオフロード、量子化を用いて低スペックハードウェアで100B超LLMを実行</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11461-moe-nvme-opeuroding-yangjahwareul-sayonghayeo-jeosayang-hadeuweeoeseo-100b-isang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>MoE, NVMe 오프로딩, 양자화를 사용하여 저사양 하드웨어에서 100B 이상 LLM 실행</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11461-un-utilisateur-execute-des-llm-de-plus-de-100-milliards-de-parametres-sur-du-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>Un utilisateur exécute des LLM de plus de 100 milliards de paramètres sur du matériel entrée de gamme en utilisant MoE, le déchargement NVMe et la quantification</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11461-pengguna-menjalankan-llm-100b-pada-perangkat-keras-kelas-bawah-menggunakan-moe/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>Pengguna menjalankan LLM 100B+ pada perangkat keras kelas bawah menggunakan MoE, offloading NVMe, dan kuantisasi</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11461-mstkhdm-yshgl-nmdhj-lgwy-kbyr-ttjwz-100-mlyr-m-lm-l-jhz-mnkhfd-ltklf-bstkhdm-moe/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T06:27:29.700781+00:00</news:publication_date><news:title>مستخدم يشغل نماذج لغوية كبيرة تتجاوز 100 مليار معلمة على أجهزة منخفضة التكلفة باستخدام MoE وإفراغ NVMe والكمّ</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11458-fix-conditional-for-llama-split-mode-tensor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>Fix conditional for LLAMA_SPLIT_MODE_TENSOR</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11458-ispravlenie-usloviia-dlia-llama-split-mode-tensor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>Исправление условия для LLAMA_SPLIT_MODE_TENSOR</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11458-correccion-de-la-condicion-para-llama-split-mode-tensor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>Corrección de la condición para LLAMA_SPLIT_MODE_TENSOR</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11458-xiu-fu-llama-split-mode-tensor-de-tiao-jian-pan-duan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>修复 LLAMA_SPLIT_MODE_TENSOR 的条件判断</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11458-correcao-da-condicao-para-llama-split-mode-tensor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>Correção da condição para LLAMA_SPLIT_MODE_TENSOR</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11458-llama-split-mode-tensor-ke-lie-shrt-ko-tthiik-kren/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>LLAMA_SPLIT_MODE_TENSOR के लिए शर्त को ठीक करें</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11458-llama-split-mode-tensor-notiao-jian-fen-qi-woxiu-zheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>LLAMA_SPLIT_MODE_TENSOR の条件分岐を修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11458-llama-split-mode-tensore-daehan-jogeonmun-sujeong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>LLAMA_SPLIT_MODE_TENSOR에 대한 조건문 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11458-correction-de-la-condition-pour-llama-split-mode-tensor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>Correction de la condition pour LLAMA_SPLIT_MODE_TENSOR</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11458-perbaiki-kondisi-untuk-llama-split-mode-tensor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>Perbaiki kondisi untuk LLAMA_SPLIT_MODE_TENSOR</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11458-tshyh-lshrt-lkhs-b-llama-split-mode-tensor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T06:18:26.615714+00:00</news:publication_date><news:title>تصحيح الشرط الخاص بـ LLAMA_SPLIT_MODE_TENSOR</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11459-llama-cpp-b9969-fixes-vulkan-matmul-crashes-on-adreno-for-longer-prompts/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969 fixes Vulkan matmul crashes on Adreno for longer prompts</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11459-llama-cpp-b9969-corrige-fallos-de-matmul-vulkan-en-adreno-para-prompts-mas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969 corrige fallos de matmul Vulkan en Adreno para prompts más largos</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11459-llama-cpp-b9969-xiu-fu-liao-adreno-shang-chang-ti-shi-de-vulkan-matmul-beng-kui/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969 修复了 Adreno 上长提示的 Vulkan matmul 崩溃</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11459-llama-cpp-b9969-corrige-falhas-de-matmul-vulkan-no-adreno-para-prompts-mais/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969 corrige falhas de matmul Vulkan no Adreno para prompts mais longos</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11459-llama-cpp-b9969-ne-lnbe-pronmptts-ke-lie-adreno-pr-vulkan-matmul-kraish-tthiik/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969 ने लंबे प्रॉम्प्ट्स के लिए Adreno पर Vulkan matmul क्रैश ठीक किए</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11459-llama-cpp-b9969kaadrenotenochang-ihuronhutoniokeruvulkanxing-lie-cheng-suan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969がAdrenoでの長いプロンプトにおけるVulkan行列乗算のクラッシュを修正</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11459-llama-cpp-b9969-ispravliaet-sboi-vulkan-matmul-na-adreno-dlia-dlinnykh-promptov/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969 исправляет сбои Vulkan matmul на Adreno для длинных промптов</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11459-llama-cpp-b9969-adrenoeseo-gin-peurompeuteuyong-vulkan-haengryeol-gob-yeonsan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969, Adreno에서 긴 프롬프트용 Vulkan 행렬 곱 연산 충돌 수정</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11459-llama-cpp-b9969-corrige-les-plantages-de-multiplication-matricielle-vulkan-sur/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969 corrige les plantages de multiplication matricielle Vulkan sur Adreno pour les invites plus longues</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11459-llama-cpp-b9969-memperbaiki-crash-matmul-vulkan-di-adreno-untuk-prompt-yang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>llama.cpp b9969 memperbaiki crash matmul Vulkan di Adreno untuk prompt yang lebih panjang</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11459-slh-llama-cpp-b9969-lnhyrt-drb-lmsfwft-fy-vulkan-l-jhz-adreno-llsyqt-ltwl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T06:15:24.494897+00:00</news:publication_date><news:title>إصلاح llama.cpp b9969 لانهيارات ضرب المصفوفات في Vulkan على أجهزة Adreno للسياقات الأطول</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11450-jlens-gguf-anade-visualizacion-interactiva-de-lente-de-jacobiano-y-direccion-a/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF añade visualización interactiva de lente de Jacobiano y dirección a llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11450-jlens-gguf-adds-interactive-jacobian-lens-visualization-and-steering-to-llama/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF adds interactive Jacobian-Lens visualization and steering to llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11450-jlens-gguf-dobavliaet-interaktivnuiu-vizualizatsiiu-i-upravlenie-cherez-iakobi-v/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF добавляет интерактивную визуализацию и управление через Якоби-линзу в llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11450-jlens-gguf-wei-llama-cpp-tian-jia-liao-jiao-hu-shi-ya-ke-bi-tou-jing-ke-shi-hua/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF 为 llama.cpp 添加了交互式雅可比透镜可视化和控制功能</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11450-jlens-gguf-adiciona-visualizacao-interativa-de-lente-de-jacobiano-e-direcao-ao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF adiciona visualização interativa de lente de Jacobiano e direção ao llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11450-jlens-gguf-ne-llama-cpp-men-inttraikttiv-jaikobiyn-lens-vijualaaijeshn-aur-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF ने llama.cpp में इंटरैक्टिव जैकोबियन-लेंस विज़ुअलाइज़ेशन और स्टीयरिंग जोड़ा है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11450-jlens-ggufkallama-cppniintarakuteihunayakohianrensunoke-shi-hua-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUFがllama.cppにインタラクティブなヤコビアンレンズの可視化とステアリングを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11450-jlens-ggufi-llama-cppe-daehwahyeong-yakobian-renjeu-sigaghwa-mic-seutieoring/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF이 llama.cpp에 대화형 야코비안 렌즈 시각화 및 스티어링 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11450-jlens-gguf-ajoute-la-visualisation-interactive-jacobian-lens-et-le-pilotage-a/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF ajoute la visualisation interactive Jacobian-Lens et le pilotage à llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11450-jlens-gguf-menambahkan-visualisasi-jacobian-lens-interaktif-dan-steering-ke-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF menambahkan visualisasi Jacobian-Lens interaktif dan steering ke llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11450-jlens-gguf-ydyf-tswr-ds-jkwbyn-ltf-ly-wltwjyh-l-llama-cpp/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T04:34:30.903289+00:00</news:publication_date><news:title>JLens-GGUF يضيف تصور عدسة جاكوبين التفاعلي والتوجيه إلى llama.cpp</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11449-el-usuario-pregunta-como-replicar-el-flujo-de-trabajo-agentico-de-claude-code-en/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>El usuario pregunta cómo replicar el flujo de trabajo agéntico de Claude Code en Qwen local</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11449-user-asks-how-to-replicate-claude-code-s-agentic-workflow-in-local-qwen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>User asks how to replicate Claude Code's agentic workflow in local Qwen</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11449-polzovatel-sprashivaet-kak-vosproizvesti-agentnyi-rabochii-protsess-claude-code/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>Пользователь спрашивает, как воспроизвести агентный рабочий процесс Claude Code в локальном Qwen</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11449-yong-hu-xun-wen-ru-he-zai-ben-di-qwen-zhong-fu-zhi-claude-code-de-dai-li-gong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>用户询问如何在本地 Qwen 中复制 Claude Code 的代理工作流</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11449-usuario-pergunta-como-replicar-o-fluxo-de-trabalho-agentico-do-claude-code-no/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>Usuário pergunta como replicar o fluxo de trabalho agêntico do Claude Code no Qwen local</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11449-upyogkrtaa-sthaaniiy-qwen-men-claude-code-ke-ejenttik-vrkphlo-ko-kaise-prtikrt/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>उपयोगकर्ता स्थानीय Qwen में Claude Code के एजेंटिक वर्कफ़्लो को कैसे प्रतिकृत करें, यह पूछता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11449-yu-sa-haro-karunoqwenteclaude-codenoe-shientowa-kuhuro-wozai-xian-surufang-fa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>ユーザーはローカルのQwenでClaude Codeのエージェントワークフローを再現する方法を尋ねる</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11449-sayongjaga-rokeol-qweneseo-claude-codeyi-eijeonteu-weokeupeulroureul-bogjehaneun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>사용자가 로컬 Qwen에서 Claude Code의 에이전트 워크플로우를 복제하는 방법을 묻습니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11449-l-utilisateur-demande-comment-reproduire-le-flux-de-travail-agentique-de-claude/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>L'utilisateur demande comment reproduire le flux de travail agentique de Claude Code dans Qwen local</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11449-pengguna-bertanya-cara-mereplikasi-alur-kerja-agentic-claude-code-di-qwen-lokal/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>Pengguna bertanya cara mereplikasi alur kerja agentic Claude Code di Qwen lokal</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11449-ysl-lmstkhdm-n-kyfy-stnskh-syr-l-ml-lwkyl-l-claude-code-fy-qwen-lmhly/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T04:26:02.277775+00:00</news:publication_date><news:title>يسأل المستخدم عن كيفية استنساخ سير العمل الوكيل لـ Claude Code في Qwen المحلي</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11451-extgemma4-40-5b-successfully-extends-gemma-4-by-adding-capacity-and-healing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B successfully extends Gemma 4 by adding capacity and healing</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11451-extgemma4-40-5b-uspeshno-rasshiriaet-gemma-4-dobavliaia-emkost-i-vosstanavlivaia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B успешно расширяет Gemma 4, добавляя емкость и восстанавливая качество</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11451-extgemma4-40-5b-extiende-exitosamente-a-gemma-4-anadiendo-capacidad-y-sanando/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B extiende exitosamente a Gemma 4 añadiendo capacidad y sanando</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11451-extgemma4-40-5b-cheng-gong-kuo-zhan-liao-gemma-4-tong-guo-zeng-jia-rong-liang-he/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B 成功扩展了 Gemma 4，通过增加容量和修复</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11451-extgemma4-40-5b-estende-com-sucesso-o-gemma-4-adicionando-capacidade-e-curando/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B estende com sucesso o Gemma 4 adicionando capacidade e curando</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11451-extgemma4-40-5b-ne-kssmtaa-joddkr-aur-tthiik-krke-gemma-4-ko-sphltaapuurvk/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B ने क्षमता जोड़कर और ठीक करके Gemma 4 को सफलतापूर्वक बढ़ाया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11451-extgemma4-40-5b-rong-liang-zhui-jia-tohui-fu-niyorigemma-4wocheng-gong-li-nikuo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B、容量追加と回復によりGemma 4を成功裏に拡張</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11451-extgemma4-40-5b-yongryang-cuga-mic-hoebogeuro-gemma-4-seonggongjeogeuro-hwagjang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B, 용량 추가 및 회복으로 Gemma 4 성공적으로 확장</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11451-extgemma4-40-5b-etend-avec-succes-gemma-4-en-ajoutant-de-la-capacite-et-en/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B étend avec succès Gemma 4 en ajoutant de la capacité et en réparant</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11451-extgemma4-40-5b-berhasil-memperluas-gemma-4-dengan-menambah-kapasitas-dan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>extGemma4-40_5B berhasil memperluas Gemma 4 dengan menambah kapasitas dan menyembuhkan</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11451-ymtd-extgemma4-40-5b-bnjh-gemma-4-bdf-ls-wlshf/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T04:16:43.289217+00:00</news:publication_date><news:title>يمتد extGemma4-40_5B بنجاح Gemma 4 بإضافة السعة والشفاء</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11448-nvidia-presenta-un-metodo-para-evaluar-politicas-de-robots-de-proposito-general/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA presenta un método para evaluar políticas de robots de propósito general</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11448-nvidia-introduces-method-for-evaluating-general-purpose-robot-policies/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA introduces method for evaluating general-purpose robot policies</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11448-nvidia-predstavliaet-metod-otsenki-universalnykh-politik-robotov/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA представляет метод оценки универсальных политик роботов</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11448-nvidiatui-chu-ping-gu-tong-yong-ji-qi-ren-ce-lue-de-fang-fa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA推出评估通用机器人策略的方法</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11448-nvidia-apresenta-metodo-para-avaliar-politicas-de-robos-de-proposito-geral/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA apresenta método para avaliar políticas de robôs de propósito geral</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11448-nvidiakafan-yong-rohoteikusuhorishi-noping-jia-shou-fa-wodao-ru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIAが汎用ロボティクスポリシーの評価手法を導入</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11448-nvidia-ne-saamaany-uddeshy-vaale-robott-ponlisii-kaa-muulyaankn-krne-ke-lie-ek/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA ने सामान्य-उद्देश्य वाले रोबोट पॉलिसी का मूल्यांकन करने के लिए एक विधि पेश की</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11448-nvidia-beomyong-robos-jeongcaeg-pyeongga-bangbeob-doib/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA, 범용 로봇 정책 평가 방법 도입</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11448-nvidia-presente-une-methode-d-evaluation-des-politiques-robotiques-a-usage/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA présente une méthode d'évaluation des politiques robotiques à usage général</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11448-nvidia-memperkenalkan-metode-untuk-mengevaluasi-kebijakan-robot-tujuan-umum/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>NVIDIA memperkenalkan metode untuk mengevaluasi kebijakan robot tujuan umum</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11448-nfydy-tqdm-tryq-ltqyym-syst-lrwbwtt-l-m/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T02:59:45.104827+00:00</news:publication_date><news:title>إنفيديا تقدم طريقة لتقييم سياسات الروبوتات العامة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11445-china-s-deepseek-developing-its-own-ai-chip-sources-say/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>China's DeepSeek developing its own AI chip, sources say</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11445-kitaiskaia-deepseek-razrabatyvaet-sobstvennyi-ii-chip-soobshchaiut-istochniki/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>Китайская DeepSeek разрабатывает собственный ИИ-чип, сообщают источники</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11445-deepseek-de-china-desarrolla-su-propio-chip-de-ia-segun-fuentes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>DeepSeek de China desarrolla su propio chip de IA, según fuentes</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11445-xiao-xi-cheng-zhong-guo-deepseekzheng-zai-kai-fa-zi-ji-de-aixin-pian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>消息称中国DeepSeek正在开发自己的AI芯片</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11445-deepseek-da-china-esta-desenvolvendo-seu-proprio-chip-de-ia-dizem-fontes/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>DeepSeek da China está desenvolvendo seu próprio chip de IA, dizem fontes</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11445-ciin-kii-deepseek-apnii-khud-kii-ai-cip-viksit-kr-rhii-hai-suutron-ke-anusaar/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>चीन की DeepSeek अपनी खुद की AI चिप विकसित कर रही है, सूत्रों के अनुसार</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11445-zhong-guo-nodeepseekkadu-zi-aichitsuhuwokai-fa-zhong-guan-xi-zhe-niyoruto/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>中国のDeepSeekが独自AIチップを開発中、関係者によると</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11445-junggug-dibsikeu-jace-ai-cib-gaebal-jung-culceo-inyong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>중국 딥시크, 자체 AI 칩 개발 중...출처 인용</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11445-deepseek-en-chine-developpe-sa-propre-puce-ia-selon-des-sources/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>DeepSeek, en Chine, développe sa propre puce IA, selon des sources</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11445-deepseek-china-mengembangkan-chip-ai-miliknya-sendiri-kata-sumber/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>DeepSeek China Mengembangkan Chip AI Miliknya Sendiri, Kata Sumber</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11445-dyb-syk-lsyny-ttwr-shryh-dhk-stn-y-khs-bh-wfqan-lmsdr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T02:56:24.476173+00:00</news:publication_date><news:title>ديب سيك الصينية تطور شريحة ذكاء اصطناعي خاصة بها، وفقاً لمصادر</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11446-reddit-discussion-on-upgrades-from-qwen-3-6-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Reddit discussion on upgrades from Qwen 3.6 27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11446-obsuzhdenie-v-reddit-ob-obnovlenii-s-qwen-3-6-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Обсуждение в Reddit об обновлении с Qwen 3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11446-discusion-en-reddit-sobre-actualizaciones-desde-qwen-3-6-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Discusión en Reddit sobre actualizaciones desde Qwen 3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11446-guan-yu-cong-qwen-3-6-27b-sheng-ji-de-reddit-tao-lun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>关于从 Qwen 3.6-27B 升级的 Reddit 讨论</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11446-discussao-no-reddit-sobre-atualizacoes-a-partir-do-qwen-3-6-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Discussão no Reddit sobre atualizações a partir do Qwen 3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11446-qwen-3-6-27b-se-apgredd-pr-reddit-crcaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Qwen 3.6-27B से अपग्रेड पर Reddit चर्चा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11446-qwen3-6-27bkaranoatsuhukure-toniguan-surureddittenoyi-lun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Qwen3.6-27Bからのアップグレードに関するRedditでの議論</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11446-qwen3-6-27b-eobgeureideue-daehan-reddit-toron/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Qwen3.6-27B 업그레이드에 대한 Reddit 토론</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11446-discussion-reddit-sur-les-mises-a-niveau-depuis-qwen3-6-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Discussion Reddit sur les mises à niveau depuis Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11446-diskusi-reddit-tentang-peningkatan-dari-qwen3-6-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>Diskusi Reddit tentang peningkatan dari Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11446-mnqsh-fy-rydyt-hwl-ltrqy-mn-qwen3-6-27b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T02:52:19.388000+00:00</news:publication_date><news:title>مناقشة في ريديت حول الترقية من Qwen3.6-27B</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11447-llama-cpp-b9968-adds-int8-dp4-dense-and-moe-prefill-optimization-for-adreno-gpus/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 adds int8 dp4 dense and MoE prefill optimization for Adreno GPUs</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11447-llama-cpp-b9968-adreno-gpuyong-int8-dp4-miljib-mic-moe-peuripeci-coejeoghwa-cuga/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968, Adreno GPU용 int8 dp4 밀집 및 MoE 프리페치 최적화 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11447-llama-cpp-b9968-ajoute-l-optimisation-int8-dp4-dense-et-le-preremplissage-moe/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 ajoute l'optimisation int8 dp4 dense et le préremplissage MoE pour les GPU Adreno</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11447-llama-cpp-b9968-menambahkan-optimisasi-int8-dp4-dense-dan-moe-prefill-untuk-gpu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 menambahkan optimisasi int8 dp4 dense dan MoE prefill untuk GPU Adreno</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11447-llama-cpp-b9968-dobavliaet-int8-dp4-dense-i-optimizatsiiu-prefilla-moe-dlia-gpu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 добавляет int8 dp4 dense и оптимизацию префилла MoE для GPU Adreno</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11447-llama-cpp-b9968-anade-int8-dp4-dense-y-optimizacion-de-prefill-moe-para-gpus/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 añade int8 dp4 dense y optimización de prefill MoE para GPUs Adreno</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11447-llama-cpp-b9968-wei-adreno-gpu-tian-jia-int8-dp4-dense-he-moe-prefill-you-hua/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 为 Adreno GPU 添加 int8 dp4 dense 和 MoE prefill 优化</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11447-llama-cpp-b9968-adiciona-int8-dp4-dense-e-otimizacao-de-prefill-moe-para-gpus/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 adiciona int8 dp4 dense e otimização de prefill MoE para GPUs Adreno</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11447-llama-cpp-b9968-ne-adreno-gpu-ke-lie-int8-dp4-dense-aur-moe-prefill-anukuuln/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 ने Adreno GPU के लिए int8 dp4 dense और MoE prefill अनुकूलन जोड़ा</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11447-llama-cpp-b9968kaadreno-gpuxiang-keniint8-dp4mi-ji-oyohimoehurihuetsuchizui-shi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968がAdreno GPU向けにint8 dp4密集およびMoEプリフェッチ最適化を追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11447-llama-cpp-b9968-ydyf-thsyn-int8-dp-lkthyf-w-moe-prefill-lbtqt-adreno-lrswmy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T02:46:30.108808+00:00</news:publication_date><news:title>llama.cpp b9968 يضيف تحسين int8 dp الكثيف و MoE prefill لبطاقات Adreno الرسومية</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11442-llama-cpp-b9966-caches-regex-patterns-to-reduce-cpu-usage-on-sm-tensor/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 caches regex patterns to reduce CPU usage on sm-tensor</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11442-llama-cpp-b9966-ykhzn-nmt-lt-byrt-lnmty-fy-ldhkr-lmwqt-ltqlyl-stkhdm-whd-lm-lj-l/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 يخزن أنماط التعبيرات النمطية في الذاكرة المؤقتة لتقليل استخدام وحدة المعالجة المركزية على sm-tensor</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11442-llama-cpp-b9966-keshiruet-reguliarnye-vyrazheniia-dlia-snizheniia-nagruzki-na-v/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 кэширует регулярные выражения для снижения нагрузки на ЦП в sm-tensor</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11442-llama-cpp-b9966-almacena-en-cache-patrones-de-expresiones-regulares-para-reducir/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 almacena en caché patrones de expresiones regulares para reducir el uso de CPU en sm-tensor</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11442-llama-cpp-b9966-huan-cun-zheng-ze-biao-da-shi-mo-shi-yi-jiang-di-sm-tensor-shang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 缓存正则表达式模式以降低 sm-tensor 上的 CPU 使用率</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11442-llama-cpp-b9966-armazena-em-cache-padroes-de-regex-para-reduzir-o-uso-de-cpu-no/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 armazena em cache padrões de regex para reduzir o uso de CPU no sm-tensor</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11442-llama-cpp-b9966-ne-sm-tensor-pr-cpu-upyog-km-krne-ke-lie-regex-paittrn-ko-kaish/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 ने sm-tensor पर CPU उपयोग कम करने के लिए regex पैटर्न को कैश किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11442-llama-cpp-b9966kasm-tensornocpushi-yong-lu-woxue-jian-surutamenizheng-gui-biao/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966がsm-tensorのCPU使用率を削減するために正規表現パターンをキャッシュ</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11442-llama-cpp-b9966-sm-tensoryi-cpu-sayongryang-gamsoreul-wihae-jeonggyusig-paeteon/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966, sm-tensor의 CPU 사용량 감소를 위해 정규식 패턴 캐싱</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11442-llama-cpp-b9966-met-en-cache-les-motifs-regex-pour-reduire-l-utilisation-du-cpu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 met en cache les motifs regex pour réduire l'utilisation du CPU sur sm-tensor</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11442-llama-cpp-b9966-meng-cache-pola-regex-untuk-mengurangi-penggunaan-cpu-pada-sm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T01:19:15.286230+00:00</news:publication_date><news:title>llama.cpp b9966 meng-cache pola regex untuk mengurangi penggunaan CPU pada sm-tensor</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11443-dvoinoi-gpu-llama-cpp-tenzornoe-uskorenie-dekodirovaniia-konveiernoe-uskorenie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>Двойной GPU llama.cpp: тензорное ускорение декодирования, конвейерное ускорение префилла</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11443-dual-gpu-llama-cpp-tensor-parallel-boosts-decode-pipeline-boosts-prefill/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>Dual GPU llama.cpp: Tensor parallel boosts decode, pipeline boosts prefill</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11443-llama-cpp-con-doble-gpu-el-paralelismo-de-tensor-acelera-la-decodificacion-el-el/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>llama.cpp con doble GPU: el paralelismo de tensor acelera la decodificación, el pipeline acelera el prefill</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11443-shuang-gpu-llama-cpp-zhang-liang-bing-xing-jia-su-jie-ma-liu-shui-xian-bing-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>双GPU llama.cpp：张量并行加速解码，流水线并行加速预填充</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11443-llama-cpp-com-gpu-dupla-paralelismo-de-tensor-acelera-a-decodificacao-pipeline-o/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>llama.cpp com GPU dupla: paralelismo de tensor acelera a decodificação, pipeline acelera o prefill</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11443-ddual-gpu-llama-cpp-ttensr-smaanaantr-ddikodd-ko-tej-krtaa-hai-paaiplaain-ko-tej/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>डुअल GPU llama.cpp: टेंसर समानांतर डिकोड को तेज करता है, पाइपलाइन प्रीफिल को तेज करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11443-teyuarugpu-llama-cpp-tensorubing-lie-kateko-towojia-su-hua/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>デュアルGPU llama.cpp: テンソル並列がデコードを加速、パイプラインがプリフィルを強化</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11443-dyueol-gpu-llama-cpp-tenseo-byeongryeoleun-dikodingeul-gasoghwahago-peuripileul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>듀얼 GPU llama.cpp: 텐서 병렬은 디코딩을 가속화하고 파이프라인은 프리필을 강화</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11443-llama-cpp-sur-double-gpu-le-parallelisme-tensoriel-accelere-le-decodage-le-le/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>llama.cpp sur double GPU : le parallélisme tensoriel accélère le décodage, le pipeline améliore le pré-remplissage</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11443-llama-cpp-dual-gpu-paralelisme-tensor-mempercepat-decode-pipeline-meningkatkan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>llama.cpp Dual GPU: Paralelisme tensor mempercepat decode, pipeline meningkatkan prefill</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11443-llama-cpp-l-gpu-mzdwj-ltwzy-lmsfwfy-y-zz-fk-ltshfyr-wlkht-lnbyb-y-zz-lt-by-lmsbq/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T01:11:29.152227+00:00</news:publication_date><news:title>llama.cpp على GPU مزدوج: التوازي المصفوفي يعزز فك التشفير، والخط الأنابيب يعزز التعبئة المسبقة</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11444-sqlite-utils-4-1-xin-zeng-code-lie-lei-xing-fu-gai-he-yan-ge-mo-shi-zhi-chi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1 新增 --code、列类型覆盖和严格模式支持</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11444-sqlite-utils-4-1-adiciona-code-substituicoes-de-tipo-de-coluna-e-suporte-ao-modo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1 adiciona --code, substituições de tipo de coluna e suporte ao modo estrito</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11444-sqlite-utils-4-1-men-code-konlm-prkaar-ovrraaidd-aur-skht-modd-smrthn-joddaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1 में --code, कॉलम प्रकार ओवरराइड और सख्त मोड समर्थन जोड़ा गया</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11444-sqlite-utils-4-1-adds-code-column-type-overrides-and-strict-mode-support/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1 adds --code, column type overrides, and strict mode support</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11444-sqlite-utils-4-1-dobavliaet-code-pereopredelenie-tipov-stolbtsov-i-podderzhku/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1 добавляет --code, переопределение типов столбцов и поддержку строгого режима</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11444-sqlite-utils-4-1-anade-code-anulaciones-de-tipo-de-columna-y-soporte-para-modo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1 añade --code, anulaciones de tipo de columna y soporte para modo estricto</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11444-sqlite-utils-4-1ka-code-lie-xing-noshang-shu-ki-yan-ge-mo-tosaho-towozhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1が--code、列型の上書き、厳格モードサポートを追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11444-sqlite-utils-4-1i-code-yeol-taib-jaejeongyi-mic-eomgyeog-modeu-jiweoneul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1이 --code, 열 타입 재정의 및 엄격 모드 지원을 추가합니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11444-sqlite-utils-4-1-ajoute-code-les-remplacements-de-type-de-colonne-et-le-support/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1 ajoute --code, les remplacements de type de colonne et le support du mode strict</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11444-sqlite-utils-4-1-menambahkan-code-penggantian-tipe-kolom-dan-dukungan-mode-ketat/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>sqlite-utils 4.1 menambahkan --code, penggantian tipe kolom, dan dukungan mode ketat</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11444-ydyf-sqlite-utils-4-1-d-m-code-wtjwz-nw-l-md-wlwd-lsrm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T01:03:05.571730+00:00</news:publication_date><news:title>يضيف sqlite-utils 4.1 دعم --code وتجاوز أنواع الأعمدة والوضع الصارم</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11439-zvi-introduces-plan-a-and-reactions-to-its-ai-slowdown-proposals/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>Zvi introduces Plan A and reactions to its AI slowdown proposals</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11439-tsvi-predstavliaet-plan-a-i-reaktsii-na-ego-predlozheniia-po-zamedleniiu-ii/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>Цви представляет План А и реакции на его предложения по замедлению развития ИИ</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11439-zvi-presenta-el-plan-a-y-las-reacciones-a-sus-propuestas-de-desaceleracion-de-la/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>Zvi presenta el Plan A y las reacciones a sus propuestas de desaceleración de la IA</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11439-zvi-jie-shao-ji-hua-a-ji-qi-dui-ai-jian-su-ti-an-de-fan-ying/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>Zvi 介绍计划 A 及其对 AI 减速提案的反应</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11439-zvi-apresenta-o-plano-a-e-reacoes-as-suas-propostas-de-desaceleracao-da-ia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>Zvi apresenta o Plano A e reações às suas propostas de desaceleração da IA</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11439-jvii-ne-plaan-e-aur-iske-ai-dhiimaa-krne-ke-prstaavon-pr-prtikriyaaon-kaa-pricy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>ज़्वी ने प्लान ए और इसके AI धीमा करने के प्रस्तावों पर प्रतिक्रियाओं का परिचय दिया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11439-zvikaplan-atoainojian-su-ti-an-henofan-ying-woshao-jie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>ZviがPlan AとAIの減速提案への反応を紹介</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11439-zviga-plan-awa-ai-gamsog-jeane-daehan-baneungeul-sogae/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>Zvi가 Plan A와 AI 감속 제안에 대한 반응을 소개</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11439-zvi-presente-le-plan-a-et-les-reactions-a-ses-propositions-de-ralentissement-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>Zvi présente le Plan A et les réactions à ses propositions de ralentissement de l'IA</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11439-zvi-memperkenalkan-plan-a-dan-reaksi-terhadap-proposal-perlambatan-ai-nya/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>Zvi memperkenalkan Plan A dan reaksi terhadap proposal perlambatan AI-nya</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11439-zfy-yqdm-lkht-wrdwd-lf-l-l-mqtrhth-lbt-ldhk-lstn-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-12T00:01:34.616869+00:00</news:publication_date><news:title>زفي يقدم الخطة أ وردود الفعل على مقترحاته لإبطاء الذكاء الاصطناعي</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11437-running-qwen3-6-35b-on-two-used-p102-100-gpus-for-100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>Running Qwen3.6-35B on two used P102-100 GPUs for $100</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11437-menjalankan-qwen3-6-35b-pada-dua-gpu-p102-100-bekas-seharga-100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>Menjalankan Qwen3.6-35B pada dua GPU P102-100 bekas seharga $100</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11437-tshgyl-qwen3-6-35b-l-btqty-p102-100-mst-mltyn-mqbl-100-dwlr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>تشغيل Qwen3.6-35B على بطاقتي P102-100 مستعملتين مقابل 100 دولار</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11437-execution-de-qwen3-6-35b-sur-deux-gpu-p102-100-d-occasion-pour-100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>Exécution de Qwen3.6-35B sur deux GPU P102-100 d'occasion pour 100 $</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11437-zapusk-qwen3-6-35b-na-dvukh-b-u-gpu-p102-100-za-100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>Запуск Qwen3.6-35B на двух б/у GPU P102-100 за $100</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11437-ejecutando-qwen3-6-35b-en-dos-gpus-p102-100-usadas-por-100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>Ejecutando Qwen3.6-35B en dos GPUs P102-100 usadas por $100</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11437-yong-liang-kuai-er-shou-p102-100-gpu-yi-100-mei-yuan-yun-xing-qwen3-6-35b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>用两块二手 P102-100 GPU 以 100 美元运行 Qwen3.6-35B</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11437-executando-qwen3-6-35b-em-duas-gpus-p102-100-usadas-por-100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>Executando Qwen3.6-35B em duas GPUs P102-100 usadas por $100</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11437-100-men-do-upyog-kie-hue-p102-100-gpus-pr-qwen3-6-35b-claanaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>$100 में दो उपयोग किए हुए P102-100 GPUs पर Qwen3.6-35B चलाना</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11437-zhong-gu-nop102-100-gpuwo2tai-shi-yong-shiteqwen3-6-35bwoshi-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>中古のP102-100 GPUを2台使用してQwen3.6-35Bを実行するのに100ドル</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11437-junggo-p102-100-gpu-2gaero-qwen3-6-35breul-100e-silhaenghagi/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T23:47:43.225134+00:00</news:publication_date><news:title>중고 P102-100 GPU 2개로 Qwen3.6-35B를 $100에 실행하기</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11441-llmrequirements-com-adds-a-filterable-recipes-page-for-model-hardware/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com adds a filterable recipes page for model hardware compatibility</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11441-llmrequirements-com-dobavliaet-stranitsu-retseptov-s-filtratsiei-dlia-modelei-i/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com добавляет страницу рецептов с фильтрацией для совместимости моделей и оборудования</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11441-llmrequirements-com-anade-una-pagina-de-recetas-filtrable-para-la-compatibilidad/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com añade una página de recetas filtrable para la compatibilidad de hardware de modelos</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11441-llmrequirements-com-xin-zeng-ke-shai-xuan-de-mo-xing-ying-jian-jian-rong-xing-ye/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com 新增可筛选的模型硬件兼容性配方页面</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11441-llmrequirements-com-adiciona-uma-pagina-de-receitas-filtravel-para-de-hardware/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com adiciona uma página de receitas filtrável para compatibilidade de hardware de modelos</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11441-llmrequirements-com-ne-monddl-haarddveyr-sngttaa-ke-lie-ek-philttr-krne-yogy-pej/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com ने मॉडल हार्डवेयर संगतता के लिए एक फ़िल्टर करने योग्य रेसिपी पेज जोड़ा है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11441-llmrequirements-comnimoterutoha-toueanohu-huan-xing-shikazhui-jia/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.comにモデルとハードウェアの互換性をフィルタリングできるレシピページが追加</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11441-llmrequirements-come-model-hadeuweeo-hohwanseongeul-pilteoringhal-su-issneun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com에 모델 하드웨어 호환성을 필터링할 수 있는 레시피 페이지 추가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11441-llmrequirements-com-ajoute-une-page-de-recettes-filtrable-pour-la-compatibilite/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com ajoute une page de recettes filtrable pour la compatibilité matériel-modèle</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11441-llmrequirements-com-menambahkan-halaman-resep-yang-dapat-difilter-untuk-model/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>llmrequirements.com menambahkan halaman resep yang dapat difilter untuk kompatibilitas model dan perangkat keras</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11441-df-sfh-wsft-qbl-lltsfy-fy-llmrequirements-com-ltwfq-ljhz-m-lnmdhj/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-11T23:37:49.875803+00:00</news:publication_date><news:title>إضافة صفحة وصفات قابلة للتصفية في llmrequirements.com لتوافق الأجهزة مع النماذج</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11440-reddityong-hu-xun-wen-liang-kuai-v100huo-a100-gpude-cheng-ben/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>Reddit用户询问两块V100或A100 GPU的成本</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11440-reddit-user-asks-about-costs-of-two-v100-or-a100-gpus/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>Reddit user asks about costs of two V100 or A100 GPUs</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11440-polzovatel-reddit-sprashivaet-o-stoimosti-dvukh-gpu-v100-ili-a100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>Пользователь Reddit спрашивает о стоимости двух GPU V100 или A100</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11440-usuario-de-reddit-pregunta-sobre-el-costo-de-dos-gpus-v100-o-a100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>Usuario de Reddit pregunta sobre el costo de dos GPUs V100 o A100</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11440-usuario-do-reddit-pergunta-sobre-o-custo-de-duas-gpus-v100-ou-a100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>Usuário do Reddit pergunta sobre o custo de duas GPUs V100 ou A100</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11440-redditt-upyogkrtaa-do-v100-yaa-a100-gpu-ke-khrc-ke-baare-men-puuchtaa-hai/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>रेडिट उपयोगकर्ता दो V100 या A100 GPU के खर्च के बारे में पूछता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11440-reddityu-sa-kav100matahaa100-gpu2mei-nokosutonitsuitezhi-wen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>RedditユーザーがV100またはA100 GPU2枚のコストについて質問</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11440-redis-sayongjaga-v100-ddoneun-a100-gpu-2gaeyi-biyonge-daehae-jilmun/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>레딧 사용자가 V100 또는 A100 GPU 2개의 비용에 대해 질문</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11440-un-utilisateur-de-reddit-demande-des-couts-pour-deux-gpu-v100-ou-a100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>Un utilisateur de Reddit demande des coûts pour deux GPU V100 ou A100</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11440-pengguna-reddit-menanyakan-biaya-dua-gpu-v100-atau-a100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>Pengguna Reddit menanyakan biaya dua GPU V100 atau A100</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11440-mstkhdm-rdyt-ysl-n-tklyf-gpuyn-v100-w-a100/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-11T23:29:22.594529+00:00</news:publication_date><news:title>مستخدم رديت يسأل عن تكاليف GPUين V100 أو A100</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11438-user-proposes-using-rerankers-to-retrieve-nodes-in-knowledge-graph-rag/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>User proposes using rerankers to retrieve nodes in knowledge graph RAG</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11438-sayongjaga-jisig-geuraepeu-rageseo-nodeu-geomsaegeul-wihae-reranker-sayong-jean/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>사용자가 지식 그래프 RAG에서 노드 검색을 위해 reranker 사용 제안</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11438-un-utilisateur-propose-d-utiliser-des-rerankers-pour-recuperer-des-noeuds-dans-a/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>Un utilisateur propose d'utiliser des rerankers pour récupérer des nœuds dans un RAG à graphe de connaissances</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11438-pengguna-mengusulkan-penggunaan-reranker-untuk-mengambil-node-dalam-rag-graph/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>Pengguna mengusulkan penggunaan reranker untuk mengambil node dalam RAG knowledge graph</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11438-mstkhdm-yqtrh-stkhdm-ryrnkr-lstrj-l-qd-fy-rag-llrsm-lbyny-lm-rfy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>مستخدم يقترح استخدام ريرانكر لاسترجاع العقد في RAG للرسم البياني المعرفي</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11438-polzovatel-predlagaet-ispolzovat-rerankery-dlia-izvlecheniia-uzlov-v-rag-s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>Пользователь предлагает использовать реранкеры для извлечения узлов в RAG с графом знаний</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11438-un-usuario-propone-usar-rerankers-para-recuperar-nodos-en-rag-de-grafos-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>Un usuario propone usar rerankers para recuperar nodos en RAG de grafos de conocimiento</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11438-yong-hu-ti-yi-zai-zhi-shi-tu-pu-ragzhong-shi-yong-zhong-pai-qi-jian-suo-jie-dian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>用户提议在知识图谱RAG中使用重排器检索节点</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11438-usuario-propoe-usar-rerankers-para-recuperar-nos-em-rag-de-grafo-de-conhecimento/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>Usuário propõe usar rerankers para recuperar nós em RAG de grafo de conhecimento</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11438-upyogkrtaa-jnyaan-graaph-rag-men-nodds-punh-praapt-krne-ke-lie-riirainkr-kaa-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>उपयोगकर्ता ज्ञान ग्राफ़ RAG में नोड्स पुनः प्राप्त करने के लिए रीरैंकर का उपयोग करने का प्रस्ताव देता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11438-yu-sa-kazhi-shi-kurahuragteno-toqu-de-niriranka-woshi-yong-suruan-woti-an/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T23:25:36.870033+00:00</news:publication_date><news:title>ユーザーが知識グラフRAGでノード取得にリランカーを使用する案を提案</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11424-polzovatel-sozdal-nikusui-v1-nastroiv-j-space-qwen3-5-9b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>Пользователь создал Nikusui-v1, настроив J-Space Qwen3.5-9B</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11424-un-usuario-crea-nikusui-v1-ajustando-el-j-space-de-qwen3-5-9b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>Un usuario crea Nikusui-v1 ajustando el J-Space de Qwen3.5-9B</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11424-yong-hu-tong-guo-diao-zheng-qwen3-5-9b-de-j-space-chuang-jian-nikusui-v1/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>用户通过调整 Qwen3.5-9B 的 J-Space 创建 Nikusui-v1</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11424-usuario-cria-nikusui-v1-ajustando-o-j-space-do-qwen3-5-9b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>Usuário cria Nikusui-v1 ajustando o J-Space do Qwen3.5-9B</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11424-user-creates-nikusui-v1-by-tweaking-qwen3-5-9b-s-j-space/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>User creates Nikusui-v1 by tweaking Qwen3.5-9B's J-Space</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11424-upyogkrtaa-ne-qwen3-5-9b-ke-j-space-ko-snshodhit-krke-nikusui-v1-bnaayaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>उपयोगकर्ता ने Qwen3.5-9B के J-Space को संशोधित करके Nikusui-v1 बनाया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11424-yu-sa-kaqwen3-5-9bnoj-spacewodiao-zheng-shitenikusui-v1wozuo-cheng/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>ユーザーがQwen3.5-9BのJ-Spaceを調整してNikusui-v1を作成</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11424-sayongjaga-qwen3-5-9byi-j-spacereul-jojeonghayeo-nikusui-v1-saengseong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>사용자가 Qwen3.5-9B의 J-Space를 조정하여 Nikusui-v1 생성</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11424-un-utilisateur-cree-nikusui-v1-en-ajustant-le-j-space-de-qwen3-5-9b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>Un utilisateur crée Nikusui-v1 en ajustant le J-Space de Qwen3.5-9B</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11424-pengguna-membuat-nikusui-v1-dengan-menyesuaikan-j-space-qwen3-5-9b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>Pengguna membuat Nikusui-v1 dengan menyesuaikan J-Space Qwen3.5-9B</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11424-mstkhdm-ynshy-nikusui-v1-n-tryq-t-dyl-j-space-lkhs-b-qwen3-5-9b/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-11T21:59:31.299295+00:00</news:publication_date><news:title>مستخدم ينشئ Nikusui-v1 عن طريق تعديل J-Space الخاص بـ Qwen3.5-9B</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11425-user-resolves-dual-rtx-3060-moe-loading-issue-by-adjusting-layer-count-and-gpu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>User resolves dual RTX 3060 MoE loading issue by adjusting layer count and GPU priority</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11425-polzovatel-reshil-problemu-zagruzki-moe-s-dvumia-rtx-3060-izmeniv-kolichestvo-i/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>Пользователь решил проблему загрузки MoE с двумя RTX 3060, изменив количество слоев и приоритет GPU</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11425-un-usuario-resuelve-el-problema-de-carga-de-moe-con-dos-rtx-3060-ajustando-la-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>Un usuario resuelve el problema de carga de MoE con dos RTX 3060 ajustando la cantidad de capas y la prioridad de la GPU</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11425-yong-hu-tong-guo-diao-zheng-ceng-shu-he-gpuyou-xian-ji-jie-jue-liao-shuang-rtx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>用户通过调整层数和GPU优先级解决了双RTX 3060加载MoE的问题</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11425-usuario-resolve-problema-de-carregamento-de-moe-com-duas-rtx-3060-ajustando-a-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>Usuário resolve problema de carregamento de MoE com duas RTX 3060 ajustando a contagem de camadas e a prioridade da GPU</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11425-upyogkrtaa-ne-prton-kii-snkhyaa-aur-gpu-praathmiktaa-ko-smaayojit-krke-do-rtx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>उपयोगकर्ता ने परतों की संख्या और GPU प्राथमिकता को समायोजित करके दो RTX 3060 MoE लोडिंग समस्या का समाधान किया</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11425-yu-sa-kareiya-shu-togpuyou-xian-du-wodiao-zheng-shiteteyuarurtx-3060nomoedu-miip/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>ユーザーがレイヤー数とGPU優先度を調整してデュアルRTX 3060のMoE読み込み問題を解決</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11425-sayongjaga-reieo-suwa-gpu-useonsunwireul-jojeonghayeo-dyueol-rtx-3060-moe-roding/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>사용자가 레이어 수와 GPU 우선순위를 조정하여 듀얼 RTX 3060 MoE 로딩 문제 해결</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11425-un-utilisateur-resout-le-probleme-de-chargement-moe-sur-un-dual-rtx-3060-en-le/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>Un utilisateur résout le problème de chargement MoE sur un dual RTX 3060 en ajustant le nombre de couches et la priorité GPU</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11425-pengguna-menyelesaikan-masalah-pemuatan-moe-pada-dual-rtx-3060-dengan-jumlah-dan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>Pengguna menyelesaikan masalah pemuatan MoE pada dual RTX 3060 dengan menyesuaikan jumlah lapisan dan prioritas GPU</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11425-mstkhdm-yhl-mshkl-thmyl-nmdhj-moe-l-btqty-rtx-3060-n-tryq-dbt-dd-ltbqt-wwlwy-gpu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-11T21:53:27.152991+00:00</news:publication_date><news:title>مستخدم يحل مشكلة تحميل نماذج MoE على بطاقتي RTX 3060 عن طريق ضبط عدد الطبقات وأولوية GPU</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11436-quad-rtx-5060-titeqwen3-6-27bnoko-tosheng-cheng-wohenchima-ku-kosutoha2qian-toru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Quad RTX 5060 TiでQwen3.6-27Bのコード生成をベンチマーク、コストは2千ドル</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11436-benchmark-quad-rtx-5060-ti-pour-la-generation-de-code-qwen3-6-27b-a-2-000/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Benchmark Quad RTX 5060 Ti pour la génération de code Qwen3.6-27B à 2 000 $</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11436-bench-quad-rtx-5060-ti-untuk-kode-gen-qwen3-6-27b-seharga-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Bench Quad RTX 5060 Ti untuk kode gen Qwen3.6-27B seharga $2K</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11436-khtbr-d-rb-y-rtx-5060-ti-ltwlyd-lkwd-qwen3-6-27b-btklf-2000-dwlr/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>اختبار أداء رباعي RTX 5060 Ti لتوليد الكود Qwen3.6-27B بتكلفة 2000 دولار</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11436-quad-rtx-5060-ti-bench-qwen3-6-27b-code-gen-at-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Quad RTX 5060 Ti bench Qwen3.6-27B code gen at $2K</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11436-benchmark-quad-rtx-5060-ti-dlia-qwen3-6-27b-generatsiia-koda-za-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Бенчмарк Quad RTX 5060 Ti для Qwen3.6-27B: генерация кода за $2K</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11436-benchmark-de-quad-rtx-5060-ti-para-qwen3-6-27b-generacion-de-codigo-por-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Benchmark de Quad RTX 5060 Ti para Qwen3.6-27B generación de código por $2K</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11436-quad-rtx-5060-ti-ji-zhun-ce-shi-qwen3-6-27b-dai-ma-sheng-cheng-jin-xu-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Quad RTX 5060 Ti 基准测试 Qwen3.6-27B 代码生成仅需 $2K</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11436-benchmark-quad-rtx-5060-ti-para-qwen3-6-27b-geracao-de-codigo-por-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Benchmark Quad RTX 5060 Ti para Qwen3.6-27B geração de código por $2K</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11436-2k-men-qwen3-6-27b-kodd-jnreshn-ke-lie-quad-rtx-5060-ti-bencmaark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>$2K में Qwen3.6-27B कोड जनरेशन के लिए Quad RTX 5060 Ti बेंचमार्क</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11436-quad-rtx-5060-tiro-qwen3-6-27b-kodeu-saengseong-bencimakeu-biyong-2k/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T21:46:46.254721+00:00</news:publication_date><news:title>Quad RTX 5060 Ti로 Qwen3.6-27B 코드 생성 벤치마크, 비용 $2K</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11435-shunt-modded-rtx-6000-pro-maxq-outperforms-rtx-5090-in-anima-and-llm-benchmarks/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>Shunt-modded RTX 6000 PRO MaxQ outperforms RTX 5090 in Anima and LLM benchmarks</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11435-modifitsirovannaia-shuntom-rtx-6000-pro-maxq-prevoskhodit-rtx-5090-v-anima-i-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>Модифицированная шунтом RTX 6000 PRO MaxQ превосходит RTX 5090 в бенчмарках Anima и LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11435-gai-zhuang-fen-liu-qi-de-rtx-6000-pro-maxqzai-animahe-llmji-zhun-ce-shi-zhong/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>改装分流器的RTX 6000 PRO MaxQ在Anima和LLM基准测试中超越RTX 5090</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11435-rtx-6000-pro-maxq-con-mod-de-shunt-supera-a-rtx-5090-en-benchmarks-de-anima-y/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>RTX 6000 PRO MaxQ con mod de shunt supera a RTX 5090 en benchmarks de Anima y LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11435-rtx-6000-pro-maxq-com-modificacao-de-shunt-supera-rtx-5090-nos-benchmarks-anima/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>RTX 6000 PRO MaxQ com modificação de shunt supera RTX 5090 nos benchmarks Anima e LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11435-shntt-monddiphaaidd-rtx-6000-pro-maxq-anima-aur-llm-bencmaark-men-rtx-5090-ko/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>शंट-मॉडिफाइड RTX 6000 PRO MaxQ, Anima और LLM बेंचमार्क में RTX 5090 को पछाड़ता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11435-shiyantogai-zao-saretartx-6000-pro-maxqkaanimaoyohillmhenchima-kutertx-hui-ru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>シャント改造されたRTX 6000 PRO MaxQがAnimaおよびLLMベンチマークでRTX 5090を上回る</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11435-syeonto-sujeongdoen-rtx-6000-pro-maxqga-anima-mic-llm-bencimakeueseo-rtx-5090eul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>셔ント 수정된 RTX 6000 PRO MaxQ가 Anima 및 LLM 벤치마크에서 RTX 5090을 능가</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11435-la-rtx-6000-pro-maxq-modifiee-par-shunt-surpasse-la-rtx-5090-dans-les-benchmarks/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>La RTX 6000 PRO MaxQ modifiée par shunt surpasse la RTX 5090 dans les benchmarks Anima et LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11435-rtx-6000-pro-maxq-yang-dimodifikasi-shunt-mengungguli-rtx-5090-dalam-benchmark/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>RTX 6000 PRO MaxQ yang dimodifikasi shunt mengungguli RTX 5090 dalam benchmark Anima dan LLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11435-btq-rtx-6000-pro-maxq-lm-dwl-bshnt-ttfwq-l-rtx-5090-fy-m-yyr-anima-wllm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-11T21:34:07.680794+00:00</news:publication_date><news:title>بطاقة RTX 6000 PRO MaxQ المعدّلة بشنت تتفوق على RTX 5090 في معايير Anima وLLM</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11434-user-asks-about-adding-two-gtx-1050-ti-4gb-cards-to-a-system-with-a-gtx-4070/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>User asks about adding two GTX 1050 Ti 4GB cards to a system with a GTX 4070</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11434-polzovatel-sprashivaet-o-dobavlenii-dvukh-kart-gtx-1050-ti-4gb-v-sistemu-s-gtx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>Пользователь спрашивает о добавлении двух карт GTX 1050 Ti 4GB в систему с GTX 4070</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11434-usuario-pregunta-sobre-agregar-dos-tarjetas-gtx-1050-ti-de-4gb-a-un-sistema-con/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>Usuario pregunta sobre agregar dos tarjetas GTX 1050 Ti de 4GB a un sistema con una GTX 4070</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11434-yong-hu-xun-wen-zai-pei-bei-gtx-4070-de-xi-tong-zhong-tian-jia-liang-zhang-gtx/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>用户询问在配备 GTX 4070 的系统中添加两张 GTX 1050 Ti 4GB 显卡</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11434-usuario-pergunta-sobre-adicionar-duas-placas-gtx-1050-ti-de-4gb-a-um-sistema-com/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>Usuário pergunta sobre adicionar duas placas GTX 1050 Ti de 4GB a um sistema com uma GTX 4070</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11434-upyogkrtaa-gtx-4070-vaale-sisttm-men-do-gtx-1050-ti-4gb-kaardds-joddne-ke-baare/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>उपयोगकर्ता GTX 4070 वाले सिस्टम में दो GTX 1050 Ti 4GB कार्ड्स जोड़ने के बारे में पूछता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11434-gtx-4070da-zai-shisutemunigtx-1050-ti-4gbka-to2mei-wozhui-jia-tekirukayu-sa-wen/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>GTX 4070搭載システムにGTX 1050 Ti 4GBカード2枚を追加できるかユーザーが質問</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11434-gtx-4070-siseuteme-gtx-1050-ti-4gb-kadeu-2jangeul-cugahal-su-issneunji-sayongja/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>GTX 4070 시스템에 GTX 1050 Ti 4GB 카드 2장을 추가할 수 있는지 사용자 질문</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11434-un-utilisateur-demande-s-il-est-possible-d-ajouter-deux-cartes-gtx-1050-ti-4-go/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>Un utilisateur demande s'il est possible d'ajouter deux cartes GTX 1050 Ti 4 Go à un système équipé d'une GTX 4070</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11434-pengguna-bertanya-tentang-menambahkan-dua-kartu-gtx-1050-ti-4gb-ke-sistem-dengan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-11T21:03:33.590713+00:00</news:publication_date><news:title>Pengguna bertanya tentang menambahkan dua kartu GTX 1050 Ti 4GB ke sistem dengan GTX 4070</news:title></news:news></url>
</urlset>