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] Pad unaligned N in SM12x CUTLASS blockwise FP8 GEMM
- [DeepSeek-V4] Handle 3-D packed hidden states in attention forward
- [Bug]: DeepSeekv4 flash on RTXpro6000 vllm benchmark input 8192 output 1024 encounter a err
- [Bugfix][NVFP4/FP8 MoE] Fix gated MoE crash on unaligned intermediate
- [Bug]: FlashInfer CUTLASS MoE selected on fp4-less builds (CUDA toolkit < 12.8); gpt-oss dies at engine start
- [Bug]: GLM 5.2 MTP didn't work in AMD MI300x
- [Bugfix][Spec Decode] Warm spec-sized logits all-gather during init
- [Bugfix][Kernel] Pass the correct expert count to WNA16 MoE block config
- [Bugfix][Frontend] Handle None/NaN/Inf logprob values when using FP8 quantization
- [Kernel] TRITON_MLA SWA
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- Python not yet supported