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
- [RFC]: Support Dynamic Model Switching and Flexible Collective Communication in External Launcher Mode
- [Bug]: Voxtral-Mini-4B-Realtime hangs/crashes on multiple sessions due to encoder_cache_usage saturation on 16GB GPU
- [Feature]: Quantization support (AWQ / GPTQ / FP8) for mistralai/Voxtral-Mini-4B-Realtime-2602
- [Bugfix][Core] Allow multi-dtype MambaSpec KV cache spec
- [Bug]: CPUFusedMOE raises IndexError when running EP across CPU-only nodes
- V2 model runner crashes on Qwen3.5 mixed attention (linear + full)
- [Bugfix][CPU][v1] Fix IndexError in CPUWorker for multi-node DP/EP on CPU-only nodes
- [Misc] reject batched completions requests in toy proxy
- [Feature]: fused RMSNorm + fp8 block quantized kernel in Helion
- [Bug]: Qwen3.5-9B answer !!!!!!!!!
- Docs
- Python not yet supported