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][Memory] Load weights outside the CuMem pool and re-home them for sleep mode
- [Multimodal] Reorganize video decoder backends
- [Bug]: MiniMax M3 decode index kernel fails when num_idx_heads is not a power of two
- [Perf] Skip logits and sampling for unfinished prefills
- [Bugfix] Disable DeepGEMM on GH200 to workaround illegal memory access
- [Bugfix] Preserve explicit None values in swap_dict_values
- [Perf][MoE] Eliminate staging from NCCL symmetric reduce-scatter
- [Bugfix] Return HTTP 500 for non-streaming generate errors
- Revert "[Core] Add MRV2 virtual-batch PCP for MLA" (#46570)
- [Bug]: Beam Search is slower by a factor of 1000
- Docs
- Python not yet supported