vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [ROCm][Perf] Use AITER tuned GEMM for the MoE router gate
- [Bugfix][Frontend] message-level tool declarations
- [Hybrid KV Cache] Retain finalized Mamba decode checkpoints for prefix caching
- Added SVE128 and SVE256 support to vectorizer backend.
- [ROCm] Unify ViT FlashAttention backend selection
- [Bugfix][Gemma4] Keep image bidirectional attention within the sliding window on the V2 model runner
- [Bugfix] Validate tensor dtypes and topk_weights length in the moe_wna16 GEMM op wrappers
- [Model] Apertus 1.5
- [Bugfix][Core][Spec Decode] Exclude scheduler padding from draft metrics
- [Bug][ROCm][MI355X] Kimi-K3 TP8 crashes in ROCM_AITER_MLA with HIP Code 700
- Docs
- Python not yet supported