Forbu14/meteolibre

Model Card for Model ID

This model is used to do weather forecasting using deep learning.

Model Details

Model Description

• Developed by: Adrien Bufort
• Model type: VAE / video generation model
• License: Apache 2.0

Model Sources [optional]

• Repository: https://github.com/Forbu/meteolibre_model
• Paper [optional]: in the future
• Demo [optional]: in the future

Uses

Use to do weather forecasting

Bias, Risks, and Limitations

THIS IS NOT A CLIMATE MODEL FORECAST

Training Data

Firstly we use the openclimatefix/nimrod-uk-1km dataset from openclimatefix

Evaluation

TO BE DONE IN THE FUTURE

Model Architecture and Objective

Here we will use the classic autoencoder encoder => transformer => decoder architecture.

Compute Infrastructure

We use lightning studio to train the models : https://lightning.ai/

Model Card Authors [optional]

Adrien Bufort