Accessing ONNX Examples

Accessing ONNX Examples#

Users can get the example code after downloading and unzipping quark.zip (referring to Installation Guide). The example folder is in quark.zip.

Directory Structure of the ZIP File:

+ quark.zip
   + quark.whl
   + examples    # HERE IS THE EXAMPLES
      + torch
         + language_modeling
         + diffusers
         + ...
      + onnx # HERE ARE THE ONNX EXAMPLES
         + image_classification
         + language_models
         + ...
   + ...

ONNX Examples in Quark for This Release#

Improving Model Accuracy#

Dynamic Quantization#

Image Classification#

Language Models#

Weights-Only Quantization#