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
- [Bug][Docker]: Issues with 0.15.0 and newer docker image when running Qwen3-Next with VLLM_BLOCKSCALE_FP8_GEMM_FLASHINFER=1
- enabling torch.compile on phi3v
- [Bugfix] Lazy tokenizer init to prevent semaphore leak in multiprocess mode
- fix: correct typo in error message for Swiglu limit assertion
- [Bug]: llm.score() fails on batched multimodal input for qwen3-vl-reranker
- [Model] Add torch.compile support for Ovis2.5 vision encoder
- [Voxstral Realtime] Enable tests
- [CI Failure]: Kernels MoE Test %N
- [Hardware][AMD] Add comments explaining gfx906 (MI50/MI60) is not supported
- [3/N] chatCompletions uses Parser
- Docs
- Python not yet supported