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
- [Bugfix][Model] Fix Inkling NVIDIA sconv cache block-size mismatch
- [XPU] Register KV offload mmap region as pinned host memory
- [RFC]: Report characters/second alongside tokens/second in vllm bench serve
- [XPU][Linear][MXFP4] enable torch as mxfp4 linear backend on xpu
- [Security] Enforce server-side num_frames ceiling in VideoMediaIO merge
- [Bugfix] Fix mismatched logger format args and enable ruff PLE1205/PLE1206
- [Feature] Add layerwise KV cache transfer support with mooncake session API
- [Bug]: mnnvl allreduce workspace init hangs 30s and leaks GPU memory on IB-only multi-node
- Revert "[Attention] Add FlashInfer XQA decode support on SM12x" (#49718)
- [Bugfix][Kimi-K3] Use MTP draft model config
- Docs
- Python not yet supported