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]: EngineDeadError, illegal memory access error encountered when serving qwen3-vl on h800/h20
- [wip] Fix torch nightly
- [CI Failure]: ci-infra is broken at approximately noon Nov, 4, 2025
- [Bug]: BF16 and INT8 dtype mismatch when running quantized model on vLLM
- [Usage]: vllm bench serve不能用sharegpt数据集
- [Bug]: Streaming doesnt start until the response is completed
- [Feature]: extending `ChatCompletionContentPartParam` for `LLM.chat()` method
- [Feature]: Supporting tiny / base other variants through mm-processor-kwargs for deepseek-OCR
- [Feature]: support reranker model like bge-rerank-large with long text chunked process
- [RFC]: Support separate NICs for KV cache traffic and MoE traffic
- Docs
- Python not yet supported