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
- [Model][Engram] Share Engram via RDMA to reduce DRAM redundancy cross instances
- [Bugfix][Spec Decode] Generalize sliding-window draft AOT safeguard
- [Bugfix][MiniMax-M3] Preserve reasoning state while streaming text is buffered
- [Bugfix] Close the early-PDL completion race for small FlashInfer one-shot all-reduce calls on the trtllm IPC backend
- [ROCm] Enable Gemma 4 image-prefix attention in ROCM_SEGMENTED_ATTN
- [ROCm][DP] QuickReduce combine for allgather/reducescatter MoE
- [CPU][Zen] Serve MXFP4 and NVFP4 checkpoints through zentorch
- [DSv4.1][PCP] Support image input
- [Feature]: [MRV2][DBO] Scoped eager decode overlap with attention-only LoRA
- [Feature][Spec Decode] Add MRV2 grammar-aware draft proposal bridge
- Docs
- Python not yet supported