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][Frontend] Fix IndexError in Mistral tool parser during streaming tool calls
- [Spec-Decode] Add DynamicProposer for per-sequence dynamic speculative decoding
- [Bugfix] Fix illegal memory access in AWQ-Marlin with CUDA graphs (Fixes #32834)
- [CMake] Switch vllm-flash-attn to ExternalProject for separate scope (#9129)
- fix: Qwen3ReasoningParser - handle prompt prefix format for Thinking models
- [Model] Add torch.compile support for Ovis2.5 vision encoder
- [LoRA] Add TMA support to quantized fused_moe_lora kernel
- Add shutdown timeout CLI and changed shutdown function to send SIGTERM to worker processes before SIGKILL
- [ROCm][FEAT] Integrate aiter gemm w8a8 ptpc
- add video [Model] Video Frame Sparsification via Pixel-Level Similarity for Efficient Multimodal Long-Video Inference for Qwen2.5_vl and Qwen3_vlsparse
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