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] 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
- [Feature]: Recency-based progressive mixed-precision KV cache
- [Bugfix] Fix MiniMax M3 index_topk kernel for non-power-of-2 num_idx_heads (#49157)
- [Refactor][Model Loader] Unify the weight loading lifecycle
- [Bug Fix] DiffusionGemma get different outputs compared with transformers version (mismatch sliding window attention)
- [Bug]: Qwen3.6-35B-A3B (GDN hybrid) intermittently livelocks under load on GB10/SM121 — GPU 96% util, 0 tok/s, no crash, no Xid
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