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As good as new. How to successfully recycle English GPT-2 to make models for other languages (ACL Findings 2021)

Home Page: https://aclanthology.org/2021.findings-acl.74/

License: Apache License 2.0

Python 18.86% Jupyter Notebook 81.14%

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gpt2-recycle's Issues

Fine-tune the model on a custom dataset

Hello

Thanks very much for publishing this wonderful model, calibrated for Italian and Dutch.
I was wondering if there's the possibility to fine tune this model on a custom dataset.
If yes, could you show what is the input to give to the model?
Thanks very much

How to train a model

Question

Could you please the readme as to which files should be run and in which order to train a model for a new language.

Details on training of published models

Hi! I really enjoyed your paper and the code. Do you have some more details regarding the published Italian and Dutch models?

Specifically:

  • for how many steps did you train only the embeddings?
  • for how many steps did you train the full model?
  • at which batch size / learning rate?

Sorry if this is already mentioned somewhere in the Repo or the paper, I wasn't able to find it. I am trying to use some of your results in my work, so this information would help a lot :) Thanks!

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