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Finetune created sentences only. #79

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swcrazyfan opened this issue Feb 26, 2022 · 0 comments
Open

Finetune created sentences only. #79

swcrazyfan opened this issue Feb 26, 2022 · 0 comments

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@swcrazyfan
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Describe the solution you'd like
I'd love to be able to fine-tune the style/grammar of the resulting sentences without needing to have sentence and keyword pairs--only sentences.

I'm experimenting with using AI to create or modify quotes similar to famous, historic texts. For example, I'm currently working on fine-tuning T5 to convert text from the 17th-century to modern English. I'm doing this through datasets of KJV and modern Bible translation verse pairs. This is working very well, and preliminary models are on HuggingFace already.

Describe alternatives you've considered
I've considere:

  • trying to create or find a dataset where each Bible verse has keywords.
  • use other AI models to create keywords for each verse. Then, use the resulting dataset.
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