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
- [Feat] Add RMSNorm NvFp4 Quant Operator (#32612)
- [Bug]: vLLM server hangs and timeouts after initial requests
- [P/D] Exchange NIXL metadata through rank 0
- [Bug]: vLLM outputs are not reproducible
- [V1][Core] Add a cache hit threshold for requests
- [NIXL] refactor scheduler->worker request state synchronization
- Fix GPTQ Marlin MoE mixed precision support
- [Backend][WIP] Integrate MPK (Mirage) compiler as an experimental execution backend to vLLM
- [Hardware][AMD] Add fused QK RoPE and reshape & cache flash support for ROCm
- [ROCm] Group quant RMS norm fusion patterns
- Docs
- Python not yet supported