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] Harden Voxtral encoder melspec and chunk handling
- [Observability] Export EPLB balancedness metrics to Prometheus
- Fix realtime transcription never sending transcription.done with slow streaming
- Support MP backend for elastic EP scale-down
- fix: compute chunk start times from actual audio lengths
- [Bugfix] Fix Qwen3 context length limited to sliding_window when use_sliding_window=False
- [Bugfix] Fix negative local_cache_hit in P/D disaggregation metrics
- [Frontend, grpc] add support for Embed RPC in grpc_server
- [Bug]: vLLM crashes when trying to load Devstral-2-123B-Instruct-2512 directly from S3
- [Bug]: required numpy version mismatch between modules
- Docs
- Python not yet supported