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
- [Feature]: Disable ANSII colors in logs of OpenAI compatible server
- [RFC]: Generalized KV cache reuse
- [Bug]: VLLM V1 Engine crashes with KeyError when processing concurrent embedding requests
- [CPU] Fix uninitialized accumulators in attention kernels
- [compile] custom op unit test
- [Bug]: some models won't stream from s3: Qwen/Qwen3-VL-30B-A3B-Instruct-FP8
- [Responses API] Support tool calling and ouput token streaming
- [Bug]: vllm failed with TP > 1(caused by nccl?)
- [Bug]: Qwen3-VL-2B-Instruct vllm推理报错
- [ROCm][MLA] Enable MLA persistent kernel with fp8 and bf16 support
- Docs
- Python not yet supported