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
- [Attention] Add opt-in FlashInfer experimental FA2 paged-prefill integration
- [Bugfix] Make Elastic EP commit cancellation-safe
- [Feature]: OutOfResources: shared memory (98304 > 65536) on Turing (SM75) — global attention layers with head_dim=512
- [hw-agnostic] Implemented plumbing to support OOT plugins
- [Bugfix][Multimodal] Cap the DynamicVideoBackend sampling fps
- [NIXL][Metrics] Add push-mode registration-expiry and writer-loop-error counters (O1)
- [Bug]: RealtimeConnection leaks connection state and skips teardown on handshake exception or task cancellation
- [Model Loader] Run model-level post-load finalization only from the loader
- feat: add windowed hidden-state capture for vLLM rollout
- [RFC]: Encoder-Only Prefill in P/D deployment for DeepSeek V4.1 Flash
- Docs
- Python not yet supported