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
- [MRV2][Perf] Screened lm_head
- [Bugfix] Warm GLM DeepGEMM mHC pre-norm specializations
- [Bugfix][MoE] Reuse the FlashInfer CUTLASS MoE workspace across layers
- [feat] vllm framework for tpsp performance optimization
- [Bugfix][Core] Return False for retryable prefix-cache reset failures
- [Bugfix] Fix hf_overrides text_config on DeepseekV41Config
- [Perf][Model] Gemma 4: remove trailing image padding to enable FlashAttention in vision SDPA
- [Rust Frontend] Constrain MiniMax M3 tool calls with a nested argument grammar
- [ROCm][Perf][GLM-5.3-Flash] Enable AITER sparse MLA on gfx942, including FP8 KV
- [Bugfix] Fix custom all-reduce capture with expandable segments
- Docs
- Python not yet supported