llama.cpp ReleasesSource publicationSource language · English

[Pre-release / continuous build] b11856

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

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

tests : add speculative rejection draft sampling test (#30213) * tests : add speculative rejection draft sampling test This commit adds a test for speculative rejection sampling test that excercises the speculative rejection sampling mechanism in common/speculative.cpp. The motivation for this is have a test that verifies that the speculative draft models emitts tokens that match the target models distribution. So when rejection sampling occurs it should still produce the same probability distribution as if we directly sampled from the target model. Running the test:
$ ctest --test-dir build -R "^test-speculative-rejection-sampling$" \
    --n_trials 5000 -V
This will generate two models, one target and one draft model. For subsequent runs use the "fixture exclude any" option to avoid recreating the models:
$ ctest --test-dir build-cpu-debug -R \
"^test-speculative-rejection-sampling$" \
    -FA "^speculative-models$" --n_trails 5000 -V
* remove draft model

Website: - https://llama.app

Attestations: - https://github.com/ggml-org/llama.cpp/attestations/59423747

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

Original source

llama.cpp Releases

Content notes

Original publication and rights belong to the source.