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
- [Feature]: Prometheus Metrics Abstraction
- [Bug]: Lora support don't work on 0.12.0 with Qwen3-30B-A30B-Instuct-2507
- [ROCm] Restore 16-wide fast path in Triton unified attention
- [Bug]: vLLM inference stuck when requesting video description on VLM models
- [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)
- Docs
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