Model Releases
b11636
sycl: IQ3 code reorder (#29107) sycl: persistent IQ3_S/IQ3_XXS weight reorder for SYCL decode and prefill Add persistent reordered weight layouts for IQ3_S and IQ3_XXS. Weights are reordered once at l
sycl: IQ3 code reorder (#29107) sycl: persistent IQ3_S/IQ3_XXS weight reorder for SYCL decode and prefill Add persistent reordered weight layouts for IQ3_S and IQ3_XXS. Weights are reordered once at load time; the reordered MMVQ dot products then walk dense super-blocks with dp4a and SWAR sign expansion instead of gathering bits from the interleaved standard layout. Reorder-aware dequantization feeds the batched prefill GEMMs so prompt processing sees the same benefit. Also harden the oneDNN build check: a missing DNNL package or a CPU-only DNNL build now fails at configure time instead of silently producing a degraded backend. Measured on Intel Arc Pro B70 with Qwen3.8-27B-GSQ-RCO-IQ3_S (MTP), -ngl 999 -b 4096 -ub 1024 -fa on: tg256 @ 0 ctx 12.92 -> 23.54 tok/s (+82%) tg256 @ 9,216 12.33 -> 21.69 tok/s (+76%) tg256 @ 64,000 9.76 -> 14.91 tok/s (+53%) pp8192 833.9 -> 833.6 tok/s (flat) Qwen3.5-9B Q4_K_M / Q3_K_M are unchanged within noise (largest delta -0.5% pp, tg flat), so standard quants are not affected. The MMVQ GLU fusion widening and rms_norm+scale fusion are intentionally not part of this change; master already carries them via #28931. removing wait as per review request sycl : fix fusion.cpp line ending Website: https://llama.app Attestations: https://github.com/ggml-org/llama.cpp/attestations/56116978 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
Source: llama.cpp Releases | 2026-10-15