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
- [Kernel] Fuse align and sort for small-batch many-expert routing
- [Bug]: v0.22.0 fails to load nvidia/Qwen3.6-35B-A3B-NVFP4: lm_head.input_scale not registered
- Revert "[Bugfix] Fix RMSNorm kernels to multiply in weight's native dtype" (#42379)
- [Model][WIP] Add MiniCPM-SALA (hybrid sparse attention + Simple GLA linear attention)
- fix: bind structured-output grammar on Responses API when reasoning parser is active
- [Doc] Clarify ColBERT token embedding behavior
- refactor(envs): migrate vllm/envs.py to pydantic-settings
- AMD Development Roadmap (2026 Q3)
- AMD Development Roadmap (2026 Q2)
- [CPU] Fix simulated multi-NUMA env parsing
- Docs
- Python not yet supported