Checkpoints / README.md
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metadata
license: apache-2.0
tags:
  - vision
  - checkpoints
  - residual-networks
pretty_name: Checkpoints

The Checkpoints dataset as trained and used in A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors published at ICLR 2024.

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 - Documentation.

Install the desired version of PyTorch and torchvision, for instance with:

pip install torch torchvision

Then, install TorchUncertainty via pip:

pip install torch-uncertainty

Loading models

The functions to load the models are available in scripts.

Any questions? Please feel free to ask in the GitHub Issues or on our Discord server.