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
- [Multimodal] Add selectable audio decoding backends, including torchcodec
- [CI/Build] Bump torchvision to 0.28.1 to address CVE-2026-65918
- [ROCm][MLA] Add guarded gfx942 FP8 context prefill
- [ROCm][Perf] Fuse the DSA indexer prologue with AITER
- [Bugfix][Spec Decode] Trust checkpoint-declared method over path-name heuristics
- Add SM90 FA4 Dense and MLA
- [Bug][Spec Decode] MRV2 AutoRegressiveSpeculator ignores dynamic K from scheduler — DSD non-functional on MRV2
- [Bugfix] Disable async scheduling when VLLM_BATCH_INVARIANT=1
- [Bugfix] Fix hybrid attention cache miss due to eagle drop
- [Bugfix] Align deepseek v4 parser thinking default with tokenizer
- Docs
- Python not yet supported