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Training process for Nucleotide Transformer Model #42

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ghost opened this issue Jan 31, 2024 · 1 comment
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Training process for Nucleotide Transformer Model #42

ghost opened this issue Jan 31, 2024 · 1 comment

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@ghost
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ghost commented Jan 31, 2024

Thank you for sharing Nucleotide Transformer! I am trying to analyze RNA sequences using a custom dataset that is not compatible with the available pretrained models. I would like to train the model on my own dataset for a classification task, however I am having trouble implementing a training loop that is compatible with Nucleotide Transformer. Is it possible to expand the codebase to include examples of your training procedures and implemented metrics, etc. so a new pretrained model may be built?

@dallatt
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dallatt commented Feb 21, 2024

Hello,

If you plan on finetuning one of the models on your custom dataset (or even training from scratch), I suggest you look at the HuggingFace notebooks we made available.

Best regards,

Hugo

@dallatt dallatt closed this as completed May 14, 2024
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