github llama.cpp · 17h ago · inference

llama.cpp b11309 optimizes Hexagon ALLREDUCE with safe scatter mode

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The llama.cpp project released version b11309, which includes a key optimization for the Hexagon backend. This update adds support for safe scatter mode to the ALLREDUCE operation, aiming to improve performance and stability on Qualcomm Snapdragon devices.

Optimizes Hexagon ALLREDUCE by adding safe scatter mode support.
Rewrites the hex-allreduce implementation to remove register spills.
Reduces excessive comments in the hex-allreduce code.
Provides binaries for macOS (Apple Silicon and Intel), Linux, Windows, Android, and openEuler across CPU, GPU, and NPU backends.

This release enables more efficient distributed inference on mobile hardware with Hexagon NPUs while maintaining broad compatibility across major desktop and mobile operating systems.

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github llama.cpp · 1d ago · 7 views

llama.cpp adds GLM-5.3-Flash support with k-pool and MTP fixes

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github llama.cpp · 2d ago · 4 views

llama.cpp b11266 loads F32 A matrix 2 at a time for Vulkan on Intel

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github llama.cpp · 2d ago · 1 view

llama.cpp b11265 fixes Vulkan MOE matmul tile selection

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github llama.cpp · 3d ago · 4 views

llama.cpp b11238 adds ggml_pad_ext for left padding and skips DFlash2 taps

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github llama.cpp · 3d ago · 5 views

llama.cpp b11232 enables tiled flash attention on x86

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