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
- [Perf] Integrate flash-maxsim Triton kernels for late-interaction scoring
- [Fix][ROCm] Resolve MoRI connector hangs at high concurrency
- Fix tp device index overflow
- [Feature]: Add support for PrismML models
- [Bug]: vllm在服务claud code时会卡死
- [Bug]:
- [Bug]: Gemma 4 26b-a4b AWQ INT4 is broken in 0.19.1, but working in latest gemma4 tag on Dockerhub
- [Bugfix] Fix dtype mismatch in XDRotaryEmbedding for HunyuanOCR
- [RFC]: Unified ModelOpt Quantization in vLLM
- [torch.compile] Remove layer name from unified_kv_cache_update / unified_mla_kv_cache_update to fix cold-start (#33267)
- Docs
- Python not yet supported