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.
import os os.environ['TF_USE_DEPRECATED_SESSION'] = '1' !pip install --quiet --no-cache-dir google-colab
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')
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.")
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.
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.
If you have questions or need assistance, please contact us via email at help@example.com.
By using this notebook, you agree to the terms outlined in the Colab Terms of Service.
The code and content in this notebook are provided under the MIT License. You may use this material for any purpose as long as you comply with the terms of the license.
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