github llama.cpp · 3d ago · inference

llama.cpp b10936 improves qwen3-coder parsing and cleans up grammar

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The llama.cpp project released build b10936, which includes specific improvements to the chat component for handling complex types in qwen3-coder. This update enhances schema support within the qwen3 parser.

Improved parsing of complex types in qwen3-coder via PR #28742.
Enhanced schema support in the qwen3 parser.
General cleanup of the grammar.

The release provides binaries for macOS, Linux, Android, Windows, and openEuler across various hardware backends including CPU, CUDA, ROCm, Vulkan, OpenVINO, SYCL, and OpenCL.

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github llama.cpp · 1h ago · 1 view Live

llama.cpp b10984 adds CUDA row-contiguous SUM_ROWS support

The llama.cpp project released version b10984, introducing CUDA support for row-contiguous SUM_ROWS operations. This update also organizes the code to include GGML_OP_MEAN for handling row-contiguous tensors via a shared kernel.

github llama.cpp · 2h ago · 1 view

llama.cpp b10985 restricts RPC hash-cache to weights

The llama.cpp project released build b10985, which modifies the RPC backend to limit hash-based caching exclusively to weight tensors. This change addresses an issue where activation data was unnecessarily hashed and stored, leading to excessive disk usage.

github llama.cpp · 4h ago · 2 views

llama.cpp b10981 fixes stateful decode for Gemma-4 and optimizes GPU MoE inference

The llama.cpp b10981 release addresses critical correctness issues in the OpenVINO backend's stateful decoding path, specifically fixing support for models like Gemma-4 that use per-layer head sizes. It also introduces optimizations for GPU Mixture of Experts (MoE) inference and improves performance through KV state relayouts.

github llama.cpp · 5h ago · 1 view

llama.cpp adds Metal FA kernels for MiniCPM3's HSK=96, HSV=64

The llama.cpp project has added Flash Attention (FA) kernel support for the specific configuration used by MiniCPM3 on Apple Silicon. This change addresses a crash where the `-fa auto` flag would abort due to a missing kernel instantiation for attention key length 96 and value length 64.

github llama.cpp · 19h ago · 3 views

llama.cpp b10970 release uses fp32 accumulation on MFMA devices

The llama.cpp project has released version b10970, which includes a technical update to the fattn-mma backend. This change implements the use of fp32 accumulators specifically for CDNA architecture devices.