**GOBO Baseline script**

This is a baseline implementation of [GOBO Quantization](https://ieeexplore.ieee.org/document/9251854).

This script quantizes weight matrices of a model in a numpy array format. 

To use this script:
  1. Extract the state dictionary of a model and store each weight matrix as a numpy array (.npy) . 
  2. Copy and run this script in the same directory as the weight matrices. 
  3. Replace the quantized weights in your model's state dictionary and run the model.