Refine ReadMe

README.md

@@ -11,16 +11,27 @@ The Checkpoints dataset as trained and used in [A Symmetry-Aware Exploration of
 
 ## Usage
 
+### Tar
+
+Just untar the desired models. This will create a new folder containing the models saved as safetensors.
+
+### TorchUncertainty
+
 To load or train models, start by downloading [TorchUncertainty](https://github.com/ENSTA-U2IS-AI/torch-uncertainty) - [Documentation](https://torch-uncertainty.github.io/).
 
-Install TorchUncertainty with pip:
+Install the desired version of PyTorch and torchvision, for instance with:
+
 ```bash
+pip install torch torchvision
+```
+
+Then, install TorchUncertainty via pip:
 
+```bash
 pip install torch-uncertainty
 ```
 
-Functions to load the models are available in `scripts`.
-
-**Any questions?** Please feel free to ask in the [GitHub Issues](https://github.com/ENSTA-U2IS-AI/torch-uncertainty/issues) or on our [Discord server](https://discord.gg/HMCawt5MJu)
+### Loading models
+The functions to load the models are available in `scripts`.
 
-. 
+**Any questions?** Please feel free to ask in the [GitHub Issues](https://github.com/ENSTA-U2IS-AI/torch-uncertainty/issues) or on our [Discord server](https://discord.gg/HMCawt5MJu).