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]: V1 + Ray distributed executor + LoRA — execute_model returns NoneType on NVIDIA GPU
- [RFC] guard-gated sparse MLA topology index policy
- [KV Cache] Native simulator
- Preserve DeepSeek sigmoid grouped routing metadata
- [Performance]: How to set allow_hybrid_mode in DeepEP V2
- [Bug]: vllm 校验arguments合法性
- [Perf] SM120 PCIe serving stack: SP/async-TP enablement, FlashInfer spec-decode FULL cudagraphs, and PCIe-safe multi-GPU comms
- Support attention-HMA PP prefill in NixlPushConnector
- [Bug]: flashinfer_b12x MoE broken after PR #43328: "num_tokens exceeds max_num_tokens" with dp_size>1 and OOM in B12xMoEWrapper buffer allocation
- [Bug] MiniMax-M3 tool-call parser buffers arguments — no incremental streaming
- Docs
- Python not yet supported