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][MRV2][Spec Decode] Honor dynamic K in autoregressive speculators, 1.2~1.3x kernel perf improvement
- [Bug]: GLM-5.3-Flash long-decode degeneration after accumulated reasoning decode
- [Docs] Add PR checklist skill for coding agents
- [Attention] Add UltraQuant 4-bit KV cache backend (FlyDSL D=256)
- [Platform] Support platform-specific MLA prefill backend selection
- [Bugfix][Multimodal] Fix Qwen3-ASR audio preprocessing parity
- [NIXL] Bump NIXL version to 1.5.0
- [watermark] compatibility validation
- [Core] Extensible KV cache
- [Metrics] Expose cached prompt tokens by cache tier
- Docs
- Python not yet supported