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 0.17.1 initial mtp with FLASH_ATTN randomly crash
- [Feat][Spec Decode] DFlash
- [ROCm] Enable Sequence Parallelism for AMD GPUs (MI300X/MI325X/MI355X)
- docs: add Simplified Chinese README (README_zh-CN.md)
- [Model] Add OmniASR (Meta Omnilingual ASR) model support
- Unify FlashInfer utility modules
- [Feature] Kvcache Int8 per-token scale on TRITON_ATTN continue of #34327 thanks EricccYang
- [Tool Parser] Kimi K2: guided decoding for tool_choice="auto" — 75% → 100% schema accuracy
- [Bugfix] Pad Marlin FP8 MoE weight dims to tile alignment under TP > 1
- [Metrics] Temporary band-aid for "Counters can only be incremented by non-negative amounts"
- Docs
- Python not yet supported