Release v0.3.1 · Anbeeld/beellama.cpp

Changelog

Merged latest upstream llama.cpp master. This pulls in Gemma 4 12B and Gemma 4 unified multimodal support fixes, including non-causal vision, unified audio/vision projector handling, and FPE fixes; Qwen3.5 post-norm hidden-state behavior for MTP; CUDA KV-cache quantization preallocation and PDL race fixes; WebGPU FlashAttention refactoring with standardized quantization support; CPU backend improvements for RVV/SVE; lower-latency Metal command-buffer status polling; Mermaid diagram rendering and preview support in tools/ui; updated BoringSSL, SYCL documentation, save/load-state tests, Docker docs, and small CI/release maintenance.
Repaired CUDA fused TurboQuant FlashAttention for same-type turbo2, turbo3, and turbo4 K/V caches. The fused MMA path now loads each supported format correctly, while mixed TurboQuant and TCQ pairs stay on the established non-fused paths; TurboQuant/TCQ partial KV offload now fails early instead of falling back to an incompatible CPU cache and reaching a scheduler crash. Added GGML_TURBO_FA_DEBUG=1 path diagnostics and regression coverage for the supported dispatch matrix.
Updated release packaging and documentation. HIP/ROCm builds now include all quantized FlashAttention combinations, and the prebuilt binary and Docker image lists reflect the current release outputs.

macOS:

Linux:

Windows:

Docker:

Provide feedback