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] Fix incorrect GPU KV cache size log for hybrid models (Qwen3.5)
- Replace xformers FMHA imports with mslk package
- [Aiter][ROCm] gdn_linear_attn kernel fusion
- Pr 39921
- [Feature] Triton INT4 / INT2 per-token-head KV cache quantization
- [Reasoning] Add GLMReasoningParser with embedded tool-call rescue
- Flash epscale
- [EC Connector] Mooncake EC Connector for Distributed Encoder-Cache Transfer
- [Bug]: For Qwen3.5 serise, Large benchmark gap (~10 points) between offline vLLM inference and vLLM API server despite aligned input_ids
- [Bugfix][KVConnector] Fix MultiConnector bypassing compat shim for legacy child connectors
- Docs
- Python not yet supported