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
- [Bugfix] Fix pooling input buffer race across chunked prefill steps
- [Model][LoRA] Add tower/connector LoRA support for Ultravox
- [Core][hybrid attention] group-aware recovery for KV load failures on hybrid models
- V1 multiprocess engine: sporadic 0.7-2s frozen engine step once per generate batch (absent with VLLM_ENABLE_V1_MULTIPROCESSING=0)
- [KV Connector][Mooncake] Skip lookup for locally reused prefix
- Update LayerNorm and dtype handling in gemma4_unified
- [Attention][TurboQuant] Optimize 4-bit GQA decode for group size 4
- [Bugfix] Fix Responses API crash on empty or refusal assistant content
- [Rust Frontend]: Add weight transfer lifecycle APIs
- fix: Domino inference patches for speculators-format checkpoints
- Docs
- Python not yet supported