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Motivation This is a simple example. https://github.com/ProGamerGov/pytorch-old-tensorflow-models if pretrained: self.load_state_dict(torch.hub.load_state_dict_from_url(model_urls['inceptionv1'], progress=progress)) The official blog about how to use this is here. Hosting Weights The major challenge is to publish weight online. For that you need a public file hosting service, which Google Drive and OneDrive can do.