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README.md

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-license: mit
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+This repository contains an Equinox implementation of a Deep MLP-Bottleneck models from https://github.com/gregorbachmann/scaling_mlps repo. The model weigths were loaded from their pytorch checkpoints and converted to a corresponding Equinox implementation in the following https://github.com/dimarkov/mlpox repo.
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+license: MIT
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