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] Fix Qwen3.5 Marlin TP failure for GDN in_proj_ba
- Fix multi-node WorkerProc init ordering and compilation_time None
- [Bug]: The checkpoint you are trying to load has model type `qwen3_5` but Transformers does not recognize this architecture
- [Performance] Add CUDA graph optimization for classify pooler
- Fix: Clone NVFP4 MoE weights on SM121 to prevent Marlin kernel NaN
- [Test] Add unit tests for GDN fused recurrent kernel
- fix(qwen3.5): prevent false gate_proj match from dropping MoE router gate weights
- [mla] Support fused FP8/NVFP4 output quantization in MLA attention (#35792)
- [Bugfix] Allow concurrency and memory_limit for runai_streamer_sharded
- docs+tests: consolidate doc fixes and test assertion
- Docs
- Python not yet supported