github llama.cpp · just now · inference

llama.cpp b10153 adds Nanbeige4.2 model support

from English

The llama.cpp project has released build b10153, which introduces support for the Nanbeige4.2 model architecture.

Adds compatibility for loading and running Nanbeige4.2 models.
Fixes flake8 linting checks in the codebase.
Corrects loop bound checks and removes redundant head_dim logic.
Provides binaries for macOS (Apple Silicon and Intel), Linux, Windows, Android, and iOS across CPU, CUDA, ROCm, Vulkan, OpenVINO, SYCL, and other backends.

This update allows users to utilize the Nanbeige4.2 model within the llama.cpp framework while benefiting from general code quality improvements.

Importance 1/3 Trust 1/3 llama.cpp Local inference

Read original

github llama.cpp · 2h ago

llama.cpp b10150 adjusts ggml offloading logic and fixes dsv4 graph

The llama.cpp project has released build b10150, which includes adjustments to the ggml logic for offloading operations to the weight's backend. This update also addresses fixes for the llama dsv4 graph.

media Hugging Face Forums · 4h ago

TraceML adds Hugging Face Trainer callback to diagnose data-loading bottlenecks

The author has integrated a diagnostic tool into TraceML, an open-source PyTorch observability project, to help users distinguish between GPU compute-bound and input-bound training performance issues. This new feature allows developers to quickly identify whether low GPU utilization is caused by slow data loading or actual model computation limits.

github llama.cpp · 6h ago · 1 view

Aaron Teo adds -lm mlock argument to llama.cpp

Aaron Teo has submitted a change to the llama.cpp repository that introduces a new `-lm mlock` command-line argument. This addition allows users to explicitly lock memory in regions where the code performs `mlock` operations but does not use `mmap`.

github llama.cpp · 4d ago

llama.cpp b10093 fixes DeepSeek v4 template and adds drop_reasoning flag

The llama.cpp project has released build b10093, which includes specific updates to support DeepSeek v4 models. The release addresses template handling and introduces new configuration flags for this model family.

media Hugging Face Forums · 5d ago

Forge generates and compiles sandboxed UIs for Hugging Face models in the browser

Amin Musah built Forge, an open-source browser playground for Hugging Face models that dynamically generates user interfaces using a separate code model. The system creates a TSX component based on task specs, which the browser then compiles client-side with esbuild-wasm and runs in a sandboxed iframe.