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
- [Bug]: 0.8.0(V1) RayChannelTimeoutError when inferencing DeepSeekV3 on 16 H20 with large batch size
- [V1][Scheduler] Use dict for running queue
- [WIP][RFC]: Use auto-functionalization V2 in PyTorch 2.7+
- [Doc]: Does vllm CPU backend support Intel AMX?
- [Usage]: LLM.beam_search is much slower in vLLM 0.7.3 compared to 0.5.4
- [Bug]: API Connection Error after concurrent API calls
- [Usage]: Logprobs Scaling with O(n) Complexity – Unexpected Performance Degradation
- [Feature]: `reasoning_tokens` in Chat Completion Response `usage`
- [Feature]: will whisper add language detection?
- [Distributed] Add reduce_scatter to DeviceCommunicatorBase
- Docs
- Python not yet supported