vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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Help out
- Issues
- [Bugfix] Disable DeepGEMM on GH200 to workaround illegal memory access
- [Perf][MoE] Eliminate staging from NCCL symmetric reduce-scatter
- 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)
- [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
- [Bug]: Engine core livelock (100% CPU, no crash) with MTP speculative decoding + xgrammar structured outputs - regression from v0.24.0
- [Bug]: Speculative decoding with a hybrid draft model (LFM2/LFM2.5 short_conv) fails — drafter requires all draft layers in one KV cache group
- Docs
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