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add readme
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README.md
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---
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language:
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- uk
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- en
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tags:
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- t5
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---
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The aim is to compress the mT5-large 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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- 1.2B params -> 779M params (37%)
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- 250K tokens -> 8900 tokens
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- 4.6GB size model -> 2.9GB size model
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