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
- [SpecDecode][Benchmark] Add SPEED-bench support to benchmarking CLI
- Add unit tests on flashinfer trtllm moe
- [ROCM][MORI] Add MoRI & Aiter installation script
- [Bug]: [CPU Backend] ARM build fails with distro/downstream PyTorch that does not vendor libgomp
- [Responses API] Structured output + reasoning via structural tag embedding
- [Harmony] Fix analysis-channel tool calls and preserve reasoning across turns
- TPU: Override use_custom_op_collectives() in TpuPlatform
- [Feature]: FA4 MLA decode
- [Bug]: UMA Memory Profiling Misattributes OS Page Cache and Fails in Concurrent Deployments
- [Bug]: Marlin MoE kernels crash on A100 (SM80) with compressed-tensors quantized Qwen3-30B-A3B
- Docs
- Python not yet supported