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
- [ROCm][Perf] Speed up single-group MoE routing
- [Model] Enable batch-invariant mixed decode and prefill for Qwen GDN
- [Model Loader] Introduce custom weight copy
- Fix DoS via sample-rate forgery bypassing audio decode duration guard
- [Feature]: per gpu gpu-memory-utilization
- [Bug][KV Offload] `HIT_PENDING` has no deadline; a stalled write can defer requests until the client timeout
- [Perf] BF16x3 router GEMM gated off family-120 Blackwell (GB10 / DGX Spark, sm_121) — the only barrier for DeepSeek-V4-Flash's fp32 router
- [Rust Frontend] Support --allowed-local-media-path and --allowed-media-domains
- fix: handle Inkling non-reasoning responses
- [Tracking Issue]: `sm_107` enablement for Rubin GPUs and the Vera Rubin platform
- Docs
- Python not yet supported