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
- fix: correctly save fp8 kernel tuning results in multi-GPU mode
- [Bug]: VLLM 0.17.1 initial mtp with FLASH_ATTN randomly crash
- [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
- [Bugfix] Pad Marlin FP8 MoE weight dims to tile alignment under TP > 1
- [Model Runner V2] Introduce num_tokens_for_attn
- [RFC]: Support Registry Mechanism for KVCacheSpec
- [Bug]: dependency `nixl<0.10.0` installs `nixl-cu12==0.10.1`
- Docs
- Python not yet supported