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
- Update assertion for CPU storage pinning check
- fix(metrics): fix TPOT accounting for MTP multi-token outputs
- [Bugfix][MoE] Plumb swigluoai activation into FlashInfer b12x MoE
- [LoRA] Add DoRA support for serving and linear layers
- [Bugfix] Load per-shard per-tensor FP8 scales for fused GDN in_proj (Qwen3.5/Qwen3-Next)
- [Bugfix] Skip cache-served mm items in tower/connector LoRA mapping
- Add jitter to LoRA adapter_config.json load retries
- [Core][Model Loader] Enable safetensors auto-prefetch on CephFS
- WorkerProc initialization failure swallows root cause traceback (raise e from None)
- fix(v1): surface worker init failure root cause to the parent
- Docs
- Python not yet supported