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
- [Doc] Fix broken string literal in pipeline parallelism code example
- [Bug]:mistralai/Devstral-Small-2-24B-Instruct-2512 no longer working in 0.22.1
- [Doc][MoE Refactor] Fused MoE design doc
- [Feat] Add fast EP scaling with NCCL communicator split
- [Usage]: vLLM logs orjson warning
- fix: ensure missing CLI arguments don't cause KeyError in chat example (closes #44827)
- [Bugfix] Fix structured outputs FSM desync with pipeline parallelism on the V1 model runner
- [Bugfix][ROCm][FLA] Fix Triton compilation crash with num_stages=4 on AMD
- Multitenant kvcache
- [Bug][vllm-omni] Qwen3-TTS crashes under concurrent TTS with ref_context_size mismatch
- Docs
- Python not yet supported