How can I download the pre-trained model checkpoint?

Thanks for providing this great resource.
How can I download the pre-trained model checkpoints, simply to run the testing or inference without training?

The issue names no files, tests, or entry points. Start by checking the repository documentation and available release or model resources for a pretrained checkpoint; done means documenting a verified download path and the steps needed to run testing or inference without training.

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