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 EPLB balancedness metric using wrong dimension
- [Bug]: Compatibility issue NVIDIA RTX PRO 6000 Blackwell SE
- [EPLB] Optmize eplb mapping and record in router for prefill
- [Audio] Bundle `get_generation_prompt()` params into `SpeechToTextParams`
- [Feature] Add LLM.shutdown() for explicit engine teardown
- [Attention] PCP alternative implementation
- [Bugfix] Fix Qwen3.5 GatedDeltaNet in_proj_ba Marlin failure at TP>=2
- [ROCm] Add cascade attention support for AITER FlashAttention backend
- [EPLB] Add nixl-based eplb communicator
- add testing for `Qwen3.5-27B-FP8` to GSM8K eval
- Docs
- Python not yet supported