llama.cpp ReleasesOriginal · English

[Pre-release / continuous build] b11716

[Pre-release / continuous build] hexagon: add support for Q1_0 and Q2_0 (#30122) * hexagon: add support for q1_0 quant * hexagon: enable Q1_0 weights in the 2D HMX MUL_MAT path * hex-q1: cleanup gates, generalize tiling…

Pre-release / continuous build: this is an experimental build, not a stable release.

hexagon: add support for Q1_0 and Q2_0 (#30122) * hexagon: add support for q1_0 quant * hexagon: enable Q1_0 weights in the 2D HMX MUL_MAT path * hex-q1: cleanup gates, generalize tiling and remove in-loop divs * hex-tiling: document tiled formats in developer.md and update htp-tensor.h * hex-q2: add support for Q2_0 * hex-q2: remove stale asserts and speacial cases * hex-mm: fix MUL_MAT_NX assumption about square tiling, Q1/Q2 have non-square tiles * hex-q1/2: minor optimizations (unrolls/un-unrolls/...) * hex-q1: optimize Q1_0 layout to reduce unpack/vrmpy overhead * hex-q1/q2_0: further optimize vec_dots --------- Co-authored-by: Max Krasnyansky

Website: - https://llama.app

Attestations: - https://github.com/ggml-org/llama.cpp/attestations/57016509

macOS/iOS: - macOS Apple Silicon (arm64) - macOS Apple Silicon (arm64, KleidiAI enabled) DISABLED - macOS Intel (x64) - iOS XCFramework

Linux: - Ubuntu x64 (CPU) - Ubuntu arm64 (CPU) - Ubuntu s390x (CPU) - Ubuntu x64 (Vulkan) - Ubuntu arm64 (Vulkan) - Ubuntu x64 (CUDA 12) - CUDA 12.8 libraries - Ubuntu x64 (CUDA 13) - CUDA 13.4 libraries - Ubuntu arm64 (CUDA 13) - CUDA 13.4 libraries - Ubuntu x64 (ROCm 10.0) - Ubuntu x64 (OpenVINO) - Ubuntu x64 (SYCL FP32) - Ubuntu x64 (SYCL FP16) - Linux arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide

Android: - Android arm64 (CPU) - Android arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide

Windows: - Windows x64 (CPU) - Windows arm64 (CPU) - Windows arm64 (OpenCL Adreno) - Windows x64 (CUDA 12) - CUDA 12.4 DLLs - Windows x64 (CUDA 13) - CUDA 13.4 DLLs - Windows arm64 (CUDA 13) - CUDA 13.4 DLLs - Windows x64 (Vulkan) - Windows arm64 (Vulkan) - Windows x64 (OpenVINO) - Windows x64 (SYCL) - Windows x64 (ROCm 10.0)

openEuler: - DISABLED - openEuler x86 (310p) - openEuler x86 (910b, ACL Graph) - openEuler aarch64 (310p) - openEuler aarch64 (910b, ACL Graph)

UI: - UI

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llama.cpp Releases

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