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
- [Bug]: vLLM inference stuck when requesting video description on VLM models
- [Bug]: Qwen 3VL via Efficient Video Sampling (EVS) to trim video embeddings and found that the number of tokens after timestamp in the Prompt was not aligned with the actual number of tokens after pruning?
- [BugFix] Fix offline inference of Qwen3 omni with use_audio_in_video=True
- Migrate from `mypy` to `ty`
- Migrate some old models to Transformers modelling backend
- [Bugfix] Improve GPU validation logging in Ray fallback scenarios, and support cuda-like platform
- [DO NOT MERGE] Rename Flashinfer MLA Backend to TRTLLM MLA Backend
- Fix ROCm build to respect PYTORCH_ROCM_ARCH for GPU_TARGETS (issue #22590)
- [Quantization] enable MXFP4 Triton backend on SM120 (Blackwell)
- LoRA Slab Optimization
- Docs
- Python not yet supported