llama.cpp b9289 adds gated delta net for faster SYCL inference
New attention variant K>1 boosts local LLM performance on GPUs
Deep Dive
llama.cpp b9289 is out, adding gated_delta_net K>1 support via SYCL. Prebuilt binaries are available for macOS (Apple Silicon, Intel, iOS), Linux (x64, arm64, s390x, Vulkan, ROCm, OpenVINO, SYCL), Windows (CPU, CUDA, Vulkan, SYCL, HIP), Android, and openEuler.
Key Points
- New gated_delta_net K>1 attention mechanism reduces compute cost for local LLM inference
- SYCL implementation enables cross-vendor GPU support (Intel, AMD, ARM) without CUDA dependency
- Prebuilt binaries for 20+ platform variants including macOS, Linux, Windows, Android, and openEuler
Why It Matters
Open-source local LLM inference just got faster and more hardware-agnostic, reducing cloud dependency.