How-to Guides

If you have a specific task in mind and are already familiar with LEIP Optimize, these guides contain more in-depth material than our tutorials. They will help you achieve an end result but may require you to adapt steps to fit your specific requirements.

Load a Model: How to load a model into LEIP Optimize.

Introspect Model Properties: How to introspect the properties of a model using Forge's intermediate representation.

Calibrate and Quantize: How to perform dynamic and static quantization.

Compile: How to compile a model for a range of targets.

Run Inference Locally: How to run inference on a compiled binary locally for testing.