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]: Marlin NVFP4 GEMM kernel on Turing produces meaningless outputs
- [Installation]: vllm with ray in AWS cluster
- [RFC]: Dynamic Expert Load Balance optimization
- [Installation]: GPLv3 function included in HarmonyBrowserTool
- [Performance]: Optimize DeepSeekR1 Throughput on Blackwell
- [Bug] [CI, Build, and Release] Lost vllm against PyTorch nightly signal since Jan 28, 2026
- Changing the gating TG group composition
- [Feature]: investigate if we can turn off the ahead-of-time autotuning block in vLLM
- [Bugfix] Use a different prompt for benchmark_serving.py's test prompt
- [Bug]: vLLM doesn't release memory on deletion of the LLM runner with VLLM_ENABLE_V1_MULTIPROCESSING=0
- Docs
- Python not yet supported