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
- [Bugfix][Multimodal] Fix PyNvVideoCodec video backend returning NCHW instead of NHWC
- [ROCm] Defer `tilelang` import through its import `from vllm.tilelang_utils import tilelang` and relaxed `has_tilelang`
- Feature/zoomkv v020 latest
- [Bugfix][KV Offload] Handle chunked local attention in offloading scheduler
- [Bugfix][Model] Pad SigLIP text prompts to the trained sequence length
- buffer size insuffient Dspark sd for FlashInfer MNNVL allreduce
- [Core] Extensible (growable) KV cache
- [Feat]: Model Runner V2 DBO Support for Eager Mode
- [CPU] Optimize routed FP8/MXFP4 MoE GEMM dispatch
- [ROCm][MLA] Fix fp8 KV cache decode on the AITER MLA backend
- Docs
- Python not yet supported