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
- fix(harmony): run render_for_completion in thread pool to unblock event loop
- [Kernel] Add swapAB support for SM120 CUTLASS blockwise FP8 GEMM
- feat: add TQMediaConnector plugin for TransferQueue image data support
- [compile] Bug fix for _decompose_size_nodes
- [Bugfix] Enable batch-invariant Triton matmul on all Ampere GPUs (SM 8x)
- [Bug]: tokenizing long redundant sequences causes API server deadlock (harmony and others)
- [KVConnector]: prioritize external connector over internal registry
- [Model] Add Phi4ForCausalLMV for microsoft/Phi-4-reasoning-vision-15B
- [XPU] transpose moe weights
- [Bug]: Qwen3-VL-235B OOM with multi-image long multiturn inputs
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