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How to fine-tune downstream tasks #1

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GeorgeBGM opened this issue Sep 12, 2023 · 4 comments
Open

How to fine-tune downstream tasks #1

GeorgeBGM opened this issue Sep 12, 2023 · 4 comments

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@GeorgeBGM
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GeorgeBGM commented Sep 12, 2023

Dear developer,

The dna language model is trained using gpt2 or gpt3 ?How to fine-tune it in downstream tasks? It's seems that this model does not appear to be available directly through the Hugging face platform at this time.

Best, Du

@doublechenching
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The model is trained using GPT2. Weights is not compatible with huggingface. You need to write a script to convert weights. or refer to the training code of nanoGPT

@GeorgeBGM
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Dear developer,

Is there any plan to release it to the huggingface platform in the future? I would like to fine-tune it and use it for sequence classification tasks, are there any suggestions? At this moment, it looks like it can only be used directly for sequence classification.

Best, Du

@doublechenching
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Yes, we are preparing to release the model on huggingface now,it will take about two or three weeks。You can also use the current code and it can also do a variety of tasks, like sequence classification, regression and generation, just comment out the task branches that are not needed

@GeorgeBGM
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well, sound good.

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