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Contributing a model to HF series: part 1

Niels Rogge
5.94K subscribers
3.7K views 2 years ago
In this tutorial series, I go over all the steps to contribute a model to Hugging Face Transformers, one of the most popular machine learning libraries in the world. In the tutorial, the goal is to port the DINOv2 model from Meta AI (a state-of-the-art vision Transformer) to the library. As a first step, it's important to get familiar with the original code base, and run a forward pass with the original code on some dummy input data. DINOv2 model: https://dinov2.metademolab.com/ DINOv2 Github repository: https://github.com/facebookresearch/d... HuggingFace Transformers: https://github.com/huggingface/transf... ...more
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Contributing a model to HF series: part 1
136Likes
3,770Views
2023Jun 12
In this tutorial series, I go over all the steps to contribute a model to Hugging Face Transformers, one of the most popular machine learning libraries in the world. In the tutorial, the goal is to port the DINOv2 model from Meta AI (a state-of-the-art vision Transformer) to the library. As a first step, it's important to get familiar with the original code base, and run a forward pass with the original code on some dummy input data. DINOv2 model: https://dinov2.metademolab.com/ DINOv2 Github repository: https://github.com/facebookresearch/d... HuggingFace Transformers: https://github.com/huggingface/transf...

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Niels Rogge

5.94K subscribers