Optimum-NVIDIA - 28x faster inference in just 1 line of code !?

• optimum-nvidia

  1 793 9.3 Python
  

• gpt-fast

  8 5,239 8.5 Python

  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

  

• Scout Monitoring

  www.scoutapm.com featured

  Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

  

• stable-fast

  11 992 9.4 Python

  Best inference performance optimization framework for HuggingFace Diffusers on NVIDIA GPUs.

• TensorRT-LLM

  14 6,988 8.4 C++

  TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

  

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