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][Perf Regression]: AMD MI355X Kimi K2.5/2.6 arch 38% perf regression
- [Feature]: Port Gemma4 vision encoder to MMEncoderAttention with FlashAttention support
- Fix ZeroDivisionError when TP does not divide n_groups for DeepSeek-V4 FP8
- [Misc] Add exponential distribution to multi-turn benchmark
- [DSv4][Performance][MoE] Optimize pack_bitmatrix Triton kernel for CDNA GPUs
- [Kernel] Fuse Qwen2/3-MoE shared-expert sigmoid gate into a Triton kernel
- [Spec Decode] Add FlashInfer metadata grouping for DFlash SWA
- [Docs] Add drain shutdown section to Kubernetes deployment guide
- [Bugfix] Fix multi-turn benchmark's sleep to match the configured request rate
- [ROCm] MoRI connector telemetry
- Docs
- Python not yet supported