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<url><loc>https://korshunov.ai/id/article/11539-spam-menggunakan-pemetaan-aktivasi-fonetis-untuk-segmentasi-dan-pengenalan-fonem/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM menggunakan Pemetaan Aktivasi Fonetis untuk segmentasi dan pengenalan fonem</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11539-tstkhdm-spam-rsm-lkhryt-ltnshyty-lswty-ltjzy-lhwtf-wlt-rf-lyh/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>تستخدم SPAM رسم الخرائط التنشيطية الصوتية لتجزئة الهواتف والتعرف عليها</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11539-spam-uses-phonological-activation-mapping-for-phone-segmentation-and-recognition/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM uses Phonological Activation Mapping for phone segmentation and recognition</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11539-spamhayin-su-fen-ge-toren-shi-niyin-yun-huo-xing-hua-matsuhinkuwoli-yong-suru/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAMは音素分割と認識に音韻活性化マッピングを利用する</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11539-spam-ispolzuet-otobrazhenie-fonologicheskoi-aktivatsii-dlia-segmentatsii-i-fonem/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM использует отображение фонологической активации для сегментации и распознавания фонем</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11539-spam-utiliza-mapeo-de-activacion-fonologica-para-la-segmentacion-y-de-fonemas/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM utiliza Mapeo de Activación Fonológica para la segmentación y reconocimiento de fonemas</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11539-spam-shi-yong-yin-xi-ji-huo-ying-she-jin-xing-yin-su-fen-ge-he-shi-bie/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM 使用音系激活映射进行音素分割和识别</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11539-spam-usa-mapeamento-de-ativacao-fonologica-para-segmentacao-e-reconhecimento-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM usa Mapeamento de Ativação Fonológica para segmentação e reconhecimento de fonemas</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11539-spam-phon-segmentteshn-aur-phcaan-ke-lie-phoneolonjikl-ekttiveshn-maiping-kaa/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM फोन सेगमेंटेशन और पहचान के लिए फोनेोलॉजिकल एक्टिवेशन मैपिंग का उपयोग करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11539-spameun-eumso-bunhal-mic-insigeul-wihae-eumun-hwalseonghwa-maepingeul-sayongham/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM은 음소 분할 및 인식을 위해 음운 활성화 매핑을 사용함</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11539-spam-utilise-la-cartographie-d-activation-phonologique-pour-la-segmentation-et/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T08:07:33.294666+00:00</news:publication_date><news:title>SPAM utilise la cartographie d'activation phonologique pour la segmentation et la reconnaissance des phones</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11538-study-finds-emergent-misalignment-sensitivity-to-dataset-artifacts-undermines/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>Study finds Emergent Misalignment sensitivity to dataset artifacts undermines robustness claims</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11538-issledovanie-vyiavliaet-chuvstvitelnost-emerdzhentnogo-nesoglasovaniia-k-nabora/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>Исследование выявляет: чувствительность эмерджентного несогласования к артефактам набора данных подрывает утверждения о надежности</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11538-un-estudio-encuentra-que-la-sensibilidad-del-desalineacion-emergente-a-del-de-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>Un estudio encuentra que la sensibilidad del Desalineación Emergente a artefactos del conjunto de datos socava las afirmaciones de robustez</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11538-yan-jiu-fa-xian-yong-xian-shi-shi-dui-qi-dui-shu-ju-ji-wei-ying-de-min-gan-xing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>研究发现：涌现式失对齐对数据集伪影的敏感性削弱了鲁棒性主张</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11538-estudo-encontra-que-a-sensibilidade-do-desalinhamento-emergente-a-artefatos-do/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>Estudo encontra que a sensibilidade do Desalinhamento Emergente a artefatos do conjunto de dados mina as alegações de robustez</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11538-adhyyn-paataa-hai-ki-ddettaasett-klaakrtiyon-ke-prti-utpnn-asnrekhnn-kii-ke-ko/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>अध्ययन पाता है कि डेटासेट कलाकृतियों के प्रति उत्पन्न असंरेखण की संवेदनशीलता दृढ़ता के दावों को कमजोर करती है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11538-te-tasetsutonoa-teihuakutonidui-surutu-fa-de-misumatsuchinogan-shou-xing-kajian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>データセットのアーティファクトに対する突発的ミスマッチの感受性が堅牢性主張を損なうことを研究が発見</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11538-deiteoses-atipaegteue-daehan-dolbaljeog-jeongryeol-bulilci-mingamseongi-yeongu/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>데이터셋 아티팩트에 대한 돌발적 정렬 불일치 민감성이 견고성 주장을 약화시킨다는 연구 발견</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11538-une-etude-revele-que-la-sensibilite-du-desalignement-emergent-aux-artefacts-des/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>Une étude révèle que la sensibilité du désalignement émergent aux artefacts des ensembles de données affaiblit les affirmations de robustesse</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11538-studi-menemukan-bahwa-sensitivitas-misalignment-emergen-terhadap-artefak-dataset/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>Studi menemukan bahwa sensitivitas Misalignment Emergen terhadap artefak dataset merusak klaim robustness</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11538-drs-tjd-n-hssy-dm-lmhdh-lnshy-lthr-lbynt-tqwd-d-t-lmtn/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T08:02:17.015832+00:00</news:publication_date><news:title>دراسة تجد أن حساسية عدم المحاذاة الناشئة لآثار البيانات تقوض ادعاءات المتانة</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11537-agentkgv-uses-two-stage-training-to-improve-kg-fact-verification-and-reduce/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV uses two-stage training to improve KG fact verification and reduce search calls</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11537-agentkgv-ispolzuet-dvukhetapnoe-obuchenie-dlia-uluchsheniia-proverki-faktov-v-kg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV использует двухэтапное обучение для улучшения проверки фактов в KG и сокращения количества поисковых запросов</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11537-agentkgv-utiliza-entrenamiento-en-dos-etapas-para-mejorar-la-verificacion-de-en/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV utiliza entrenamiento en dos etapas para mejorar la verificación de hechos en KG y reducir las llamadas de búsqueda</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11537-agentkgvshi-yong-liang-jie-duan-xun-lian-lai-gai-jin-kgshi-shi-yan-zheng-bing/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV使用两阶段训练来改进KG事实验证并减少搜索调用</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11537-agentkgv-usa-treinamento-em-duas-etapas-para-melhorar-a-verificacao-de-fatos-em/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV usa treinamento em duas etapas para melhorar a verificação de fatos em KG e reduzir chamadas de busca</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11537-agentkgv-kg-tthy-styaapn-ko-behtr-bnaane-aur-khoj-konl-km-krne-ke-lie-do-crnniiy/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV KG तथ्य सत्यापन को बेहतर बनाने और खोज कॉल कम करने के लिए दो-चरणीय प्रशिक्षण का उपयोग करता है</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11537-agentkgvhaer-duan-jie-tore-ninkuniyorikgshi-shi-jian-zheng-wogai-shan-shi-jian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGVは二段階トレーニングによりKG事実検証を改善し、検索呼び出しを削減</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11537-agentkgvneun-du-dangye-hagseubeul-tonghae-kg-sasil-geomjeung-gaeseon-mic-hocul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV는 두 단계 학습을 통해 KG 사실 검증 개선 및 검색 호출 감소</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11537-agentkgv-utilise-une-formation-en-deux-etapes-pour-ameliorer-la-verification-des/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV utilise une formation en deux étapes pour améliorer la vérification des faits KG et réduire les appels de recherche</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11537-agentkgv-menggunakan-pelatihan-dua-tahap-untuk-meningkatkan-verifikasi-fakta-kg/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>AgentKGV menggunakan pelatihan dua tahap untuk meningkatkan verifikasi fakta KG dan mengurangi panggilan pencarian</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11537-ystkhdm-agentkgv-tdryban-l-mrhltyn-lthsyn-lthqq-mn-hqyq-kg-wtqlyl-std-t-lbhth/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T07:55:12.237280+00:00</news:publication_date><news:title>يستخدم AgentKGV تدريبًا على مرحلتين لتحسين التحقق من حقائق KG وتقليل استدعاءات البحث</news:title></news:news></url>
<url><loc>https://korshunov.ai/en/article/11536-precg-retrieves-legal-precedents-using-graph-neural-networks-and-rhetorical-role/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T07:46:41.968922+00:00</news:publication_date><news:title>PRecG retrieves legal precedents using graph neural networks and rhetorical role segmentation</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11536-precg-izvlekaet-sudebnye-pretsedenty-s-pomoshchiu-grafovykh-neironnykh-setei-i/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T07:46:41.968922+00:00</news:publication_date><news:title>PRecG извлекает судебные прецеденты с помощью графовых нейронных сетей и сегментации риторических ролей</news:title></news:news></url>
<url><loc>https://korshunov.ai/es/article/11536-precg-recupera-precedentes-legales-mediante-redes-neuronales-graficas-y-de-roles/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T07:46:41.968922+00:00</news:publication_date><news:title>PRecG recupera precedentes legales mediante redes neuronales gráficas y segmentación de roles retóricos</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11536-precgshi-yong-tu-shen-jing-wang-luo-he-xiu-ci-jiao-se-fen-ge-jian-suo-fa-lu-xian/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T07:46:41.968922+00:00</news:publication_date><news:title>PRecG使用图神经网络和修辞角色分割检索法律先例</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11536-precg-recupera-precedentes-legais-usando-redes-neurais-graficas-e-segmentacao-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T07:46:41.968922+00:00</news:publication_date><news:title>PRecG recupera precedentes legais usando redes neurais gráficas e segmentação de papéis retóricos</news:title></news:news></url>
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<url><loc>https://korshunov.ai/fr/article/11523-detection-des-incoherences-dans-les-tod-generes-de-bout-en-bout-via-la-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T05:44:14.075580+00:00</news:publication_date><news:title>Détection des incohérences dans les TOD générés de bout en bout via la satisfaction de contraintes</news:title></news:news></url>
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<url><loc>https://korshunov.ai/en/article/11522-dkcd-enhances-causal-discovery-from-unstructured-data-using-domain-knowledge/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-07-13T05:37:33.781445+00:00</news:publication_date><news:title>DKCD enhances causal discovery from unstructured data using domain knowledge</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11522-dkcd-uluchshaet-kauzalnyi-vyvod-iz-nestrukturirovannykh-dannykh-s-ispolzovaniem/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T05:37:33.781445+00:00</news:publication_date><news:title>DKCD улучшает каузальный вывод из неструктурированных данных с использованием предметных знаний</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/11522-dkcdli-yong-ling-yu-zhi-shi-zeng-qiang-cong-fei-jie-gou-hua-shu-ju-zhong-de-yin/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T05:37:33.781445+00:00</news:publication_date><news:title>DKCD利用领域知识增强从非结构化数据中的因果发现</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11522-dkcd-aprimora-a-descoberta-causal-de-dados-nao-estruturados-usando-conhecimento/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T05:37:33.781445+00:00</news:publication_date><news:title>DKCD aprimora a descoberta causal de dados não estruturados usando conhecimento do domínio</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ko/article/11522-dkcdneun-domein-jisigeul-sayonghayeo-bijeonghyeong-deiteoyi-ingwa-balgyeoneul/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T05:37:33.781445+00:00</news:publication_date><news:title>DKCD는 도메인 지식을 사용하여 비정형 데이터의 인과 발견을 향상시킵니다</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11522-dkcd-ameliore-la-decouverte-causale-a-partir-de-donnees-non-structurees-en-des/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T05:37:33.781445+00:00</news:publication_date><news:title>DKCD améliore la découverte causale à partir de données non structurées en utilisant des connaissances du domaine</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ru/article/11520-mach-mind-4-flash-35b-moe-agentnaia-model-dostigaet-urovnia-bolee-krupnykh-posle/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T05:21:40.968731+00:00</news:publication_date><news:title>Mach-Mind-4-Flash: 35B MoE агентная модель достигает уровня более крупных моделей благодаря оптимизации после обучения</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ru/article/11519-samonapravliaemoe-ttt-vybiraet-otryvki-dokazatelstv-dlia-povysheniia-tochnosti/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T05:13:07.266994+00:00</news:publication_date><news:title>Самонаправляемое TTT выбирает отрывки доказательств для повышения точности длинноконтекстных LLM</news:title></news:news></url>
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<url><loc>https://korshunov.ai/zh-hans/article/11519-zi-yin-dao-ttt-xuan-ze-zheng-ju-pian-duan-yi-ti-gao-chang-shang-xia-wen-llm-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T05:13:07.266994+00:00</news:publication_date><news:title>自引导 TTT 选择证据片段以提高长上下文 LLM 的准确性</news:title></news:news></url>
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<url><loc>https://korshunov.ai/ja/article/11519-self-guided-tttkazheng-ju-suhanwoxuan-ze-shi-chang-wen-mo-llmnojing-du-woxiang/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T05:13:07.266994+00:00</news:publication_date><news:title>Self-Guided TTTが証拠スパンを選択し、長文脈LLMの精度を向上</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11519-self-guided-tttga-jeunggeo-gumuneul-seontaeghayeo-gin-keontegseuteu-llm/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T05:13:07.266994+00:00</news:publication_date><news:title>Self-Guided TTT가 증거 구문을 선택하여 긴 컨텍스트 LLM 정확도 향상</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11519-self-guided-ttt-selectionne-des-segments-de-preuve-pour-ameliorer-la-precision-a/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T05:13:07.266994+00:00</news:publication_date><news:title>Self-Guided TTT sélectionne des segments de preuve pour améliorer la précision des LLM à long contexte</news:title></news:news></url>
<url><loc>https://korshunov.ai/id/article/11519-self-guided-ttt-memilih-rentang-bukti-untuk-meningkatkan-akurasi-llm-konteks/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>id</news:language></news:publication><news:publication_date>2026-07-13T05:13:07.266994+00:00</news:publication_date><news:title>Self-Guided TTT memilih rentang bukti untuk meningkatkan akurasi LLM konteks panjang</news:title></news:news></url>
<url><loc>https://korshunov.ai/ar/article/11519-ykhtr-ttt-lmwjh-dhtyan-mqt-ldl-lthsyn-dq-nmdhj-llgt-lkbyr-dht-lsyq-ltwyl/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ar</news:language></news:publication><news:publication_date>2026-07-13T05:13:07.266994+00:00</news:publication_date><news:title>يختار TTT الموجه ذاتياً مقاطع الأدلة لتحسين دقة نماذج اللغات الكبيرة ذات السياق الطويل</news:title></news:news></url>
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<url><loc>https://korshunov.ai/es/article/11518-deutsche-telekom-lanza-soofi-s-30b-a3b-un-modelo-base-moe-hibrido-mamba-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>es</news:language></news:publication><news:publication_date>2026-07-13T05:07:39.138081+00:00</news:publication_date><news:title>Deutsche Telekom lanza Soofi S 30B-A3B, un modelo base MoE híbrido Mamba Transformer de código abierto</news:title></news:news></url>
<url><loc>https://korshunov.ai/zh-hans/article/11518-deutsche-telekomfa-bu-soofi-s-30b-a3b-yi-kuan-kai-yuan-moehun-he-mamba-chu-mo/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>zh-cn</news:language></news:publication><news:publication_date>2026-07-13T05:07:39.138081+00:00</news:publication_date><news:title>Deutsche Telekom发布Soofi S 30B-A3B，一款开源MoE混合Mamba Transformer基础模型</news:title></news:news></url>
<url><loc>https://korshunov.ai/pt-br/article/11518-deutsche-telekom-lanca-soofi-s-30b-a3b-um-modelo-base-moe-hibrido-mamba-de/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>pt</news:language></news:publication><news:publication_date>2026-07-13T05:07:39.138081+00:00</news:publication_date><news:title>Deutsche Telekom lança Soofi S 30B-A3B, um modelo base MoE híbrido Mamba Transformer de código aberto</news:title></news:news></url>
<url><loc>https://korshunov.ai/hi/article/11518-deutsche-telekom-ne-soofi-s-30b-a3b-jaarii-kiyaa-ek-opn-sors-moe-haaibridd-mamba/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>hi</news:language></news:publication><news:publication_date>2026-07-13T05:07:39.138081+00:00</news:publication_date><news:title>Deutsche Telekom ने Soofi S 30B-A3B जारी किया, एक ओपन-सोर्स MoE हाइब्रिड Mamba Transformer फाउंडेशन मॉडल</news:title></news:news></url>
<url><loc>https://korshunov.ai/ja/article/11518-toitsuterekomukasoofi-s-30b-a3bworiri-su-o-hunso-sunomoehaihuritsutomamba-pan/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ja</news:language></news:publication><news:publication_date>2026-07-13T05:07:39.138081+00:00</news:publication_date><news:title>ドイツテレコムがSoofi S 30B-A3Bをリリース、オープンソースのMoEハイブリッドMamba Transformer基盤モデル</news:title></news:news></url>
<url><loc>https://korshunov.ai/ko/article/11518-dogil-telrekom-opeunsoseu-moe-haibeurideu-mamba-transformer-paundeisyeon-model-s/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ko</news:language></news:publication><news:publication_date>2026-07-13T05:07:39.138081+00:00</news:publication_date><news:title>독일 텔레콤, 오픈소스 MoE 하이브리드 Mamba Transformer 파운데이션 모델 Soofi S 30B-A3B 출시</news:title></news:news></url>
<url><loc>https://korshunov.ai/ru/article/11518-deutsche-telekom-vypustila-soofi-s-30b-a3b-otkrytuiu-gibridnuiu-moe-mamba-model/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>ru</news:language></news:publication><news:publication_date>2026-07-13T05:07:39.138081+00:00</news:publication_date><news:title>Deutsche Telekom выпустила Soofi S 30B-A3B: открытую гибридную MoE Mamba Transformer базовую модель</news:title></news:news></url>
<url><loc>https://korshunov.ai/fr/article/11518-deutsche-telekom-publie-soofi-s-30b-a3b-un-modele-de-base-moe-hybride-mamba-open/</loc><news:news><news:publication><news:name>korshunov.ai</news:name><news:language>fr</news:language></news:publication><news:publication_date>2026-07-13T05:07:39.138081+00:00</news:publication_date><news:title>Deutsche Telekom publie Soofi S 30B-A3B, un modèle de base MoE hybride Mamba Transformer open-source</news:title></news:news></url>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
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<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>
</urlset>