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# Accessing PyTorch Examples

You can get the example code after downloading and unzipping `amd_quark.zip` (refer to Installation Guide). The example folder is in amd_quark.zip.

> Directory Structure of the ZIP File:

>     + quark.zip
>        + amd_quark.whl
>        + examples
>           + torch    # HERE ARE THE PYTORCH EXAMPLES
>              + language_modeling
>              + diffusers
>              + ...
>           + onnx
>              + image_classification
>              + language_models
>              + ...
>        + ...

PyTorch Examples in Quark for This Release

- Diffusion Model Quantization
- AMD Quark Extension for Brevitas Integration
- Integration with AMD Pytorch-light (APL)
- Language Model Pruning
- Language Model PTQ
- Language Model QAT
- Language Model Evaluation
- Vision Model Quantization using FX Graph Mode