LiteRT CLI Overview (Preview)

Github https://github.com/google-ai-edge/LiteRT-CLI

The LiteRT Command Line Interface (CLI) is a convenient toolkit to streamline LiteRT development workflows. It supports converting, quantizing, compiling, running, benchmarking, and visualizing LiteRT (.tflite) models on various hardware (CPU, GPU, NPU) across platforms (desktop, mobile, or cloud).

Key Capabilities

  • Installation: Quick setup using uv or pip.
  • Common Commands: Streamlined workflows for downloading, converting (PyTorch / Hugging Face), quantizing, AOT compiling, running, benchmarking, and visualizing models.
  • Troubleshooting & Resources: Verified platforms, Colab notebooks, quick start demos, and common fixes.

To get started, proceed to the Installation guide.