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
- [Bug]: torch._dynamo hit recompile_limit using FlexAttention backend
- [Bug]: Sampling with max_tokens returns result sometimes off by 1 token
- fr-spec
- `Feature/nvfp4 universal fallback emulation
- Add `/pause/step` fast pause + barrier for online weight update
- [perf] Fused operator SplitMrope used in the Qwen2.5-Omni-7B model
- [Bug]: Performance Bottlenecks and V1 Engine Instability on AMD gfx1151 (Strix Halo)
- [P/D] Add decode-side check for prefill block expiry
- [Usage]: Requests get stuck with high GPU utilization on vLLM docker
- Fix UnboundLocalError in unquantized MoE backend selection
- Docs
- Python not yet supported