Merge branch 'main' of https://huggingface.co/kravchenko/uk-t5-base
Browse files
README.md
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- t5
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The aim is to compress the mT5-base model to leave only the Ukrainian language.
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Reproduced the similar result but with
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Results:
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- 582M params -> 244M params
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- 250K tokens -> 30K tokens
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- 2.2GB size model -> 0.95GB size model
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The vocabulary consists of 20K Ukrainian tokens and around 10K of English + most used + special tokens the T5 model uses.
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- t5
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The aim is to compress the mT5-base model to leave only the Ukrainian language and some basic English.
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Reproduced the similar result (but with another language) from [this](https://towardsdatascience.com/how-to-adapt-a-multilingual-t5-model-for-a-single-language-b9f94f3d9c90) medium article.
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Results:
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- 582M params -> 244M params
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- 250K tokens -> 30K tokens
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+
- 2.2GB size model -> 0.95GB size model
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