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] [Rust Frontend] Fix HTTP metrics for streaming and cancelled requests
- [Bug][HiSparse] Shutdown stalls ~90s: every TP rank unpins the full shared host pool and EngineCore blocks on dying workers
- [ROCm][Perf] Fuse QK-norm + MRoPE + KV-cache write for gated Qwen3.5 attention
- [Bugfix][ROCm] Restore MoE weight padding dropped by #46009
- [Core][Hybrid] Warn when Mamba-aligned prefill chunks leave the token budget idle
- [RFC]: Native in-engine parallel beam search
- [ROCm] Fix MiniMax-M3 sparse PA KV block count
- [Bugfix] Fix FP8 NaN from per-call unit scales in ChannelWiseTorchFP8ScaledMMLinearKernel
- [KV Connector] Per-connector "enable_kv_events" switch for KV cache events
- [Bug]: ORCA endpoint-load-metrics reports only one engine's load under data parallel
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