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
- [docker] Only install flashinfer-jit-cache on CUDA 12.8+
- [Bugfix] Improve DCP error message with backend hint
- [Perf] Add benchmark script for triton unified attention kernel performance
- Fix scheduler yield on arm
- [Feature]: OpenTelemetry Metrics Support
- [Core] Add token-level KV cache metrics to V1 engine
- [Feature]: Prometheus Metrics Abstraction
- [Bug]: Lora support don't work on 0.12.0 with Qwen3-30B-A30B-Instuct-2507
- [ROCm] Restore 16-wide fast path in Triton unified attention
- Fix incorrect dimension in reduce_scatter
- Docs
- Python not yet supported