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]: vllm.LLM does not seem to re-initialize for distributed inference with subsequent models with Offline Inference
- [Bug]: Jetson support regression
- [Bug]: Bfloat16 or Half are not compatible with HF float16/bfloat16 result.
- [Bug]: Incoherent Offline Inference Single Video with Qwen2-VL
- [Hardware][NVIDIA] Add non-NVML CUDA mode for Jetson
- [Performance]: Empirical Measurement of NVLS
- [Bug]: Inconsistent evaluations when enabling / disabling chunked_prefill?
- [New Model]: Tarsier
- [Usage]: how to get average prompt token length and output token length
- [Installation] pip install vllm (0.6.3) will force a reinstallation of the CPU version torch and replace cuda torch on windows
- Docs
- Python not yet supported