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
- [Misc] Add test suite for PoolsideV1ReasoningParser
- Mxfp8 mtp triton tile tuning
- [Frontend] [Parser] Port DeepSeek V4 to streaming parser engine framework
- [KVConnector][NIXL] Support pipeline-parallel prefill in push mode
- [Bugfix][Model] Gemma 4: stack variable-length audio clips for multi-audio prompts
- Fix Responses streaming content_index reset
- [Misc] Add unit test for chunk_scaled_dot_kkt_fwd kernel
- Fix Qwen3-vLLM audio encoder TP when heads are not divisible by TP size
- [OOT Platform][CPU] use compiled TopKTopPSampler if device supports
- fix(moe_wna16): prevent int32 overflow in output index for large token counts
- Docs
- Python not yet supported