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] Expand YAML config when passed as `--config=<path>`
- [Bug]: Accuracy drops ~20% when `--enable-prefix-caching` is used together with MTP speculative decoding (Qwen3.6 35B-A3B)
- [MM][CG] Gemma3 Encoder CUDA Graph
- [Bugfix][ROCm][P/D][MoRIIO] Read-mode KV-release + best_of_n fixes
- Fix the E8M0 scale computation in the MXFP4 (W4A4) MOE CUTLASS kernel
- [Core][MoE] Add per-activation supports_swiglu_clamp_limit interface
- [Draft] Migrate bitsandbytes support to OOT plugin
- [Feature] Add Gumiho speculative decoding method
- [Feature]Support Sequence Parallel (SP) for qwen3_vl
- [MM][Perf][CG] Support dual-path ViT full CUDA graph for DeepSeek-OCR
- Docs
- Python not yet supported