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: avoid overlapping stores in XPU KV cache kernel
- [ROCm][Perf] Enable medium-skinny dispatch in RDNAHybridW4A16LinearKernel
- [Bugfix] Honor stop strings in beam search
- [Debug][V2] Add opt-in rollout layer tensor dumps
- [Bugfix][gpt-oss] Strip matched stop string from Harmony reasoning/content
- [Bug]: ModelOpt NVFP4 on SM120 dies or wedges under sustained load with CUDA graphs (not the NVFP4 GEMM backend)
- [Spec Decode] Add graph-aware adaptive K for DFlash
- [Rust Frontend] Add MiniMax M2 append-think reasoning parser
- [Rust Frontend] Add Olmo3 tool parser
- [Bugfix][Spec Decode][Structured Output] Drive grammar masks from GPU logit counts
- Docs
- Python not yet supported