Google Colab Notebook - Gemma 4.31B Quantized Model

This notebook provides instructions to run the latest Gemma 4.31B model at full quantization using Google Colab. The notebook includes all necessary code and configurations.

Prerequisites

Steps to Run the Model

  1. Install Required Libraries:
  2. import os
    os.environ['TF_USE_DEPRECATED_SESSION'] = '1'
    !pip install --quiet --no-cache-dir google-colab
    
  • Load the Model:
  • from google.colab import file_system
    file_system.mount('/content/drive')
    from google.colab.qatools import qatool
    qatool.download_model('gemma-4-31b', '/content/drive/MyDrive/gemma-4-31b')
    

    Run the Model

    To run the model, copy the following code into a new Python script file:

    from torch_hub import load_model
    model = load_model('gemma-4-31b')
    model.eval()
    print("Model loaded successfully.")
    

    Run the Notebook

    Open the notebook in Google Colab by navigating to the provided link. Follow the prompts to download and execute the model.

    Note: Ensure you are using the correct runtime environment (e.g., "GPU" version) and that all dependencies are properly installed before running the notebook.

    Additional Tips

    Disclaimer

    This notebook is provided "as is". It is not guaranteed to work without modifications. Use it at your own risk. Always back up your data before running any scripts.

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