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language:
  - uk
  - en
tags:
  - t5

The aim is to compress the mT5-base model to leave only the Ukrainian language and some basic English.

Reproduced the similar result (but with another language) from this medium article.

Results:

  • 582M params -> 244M params (58%)
  • 250K tokens -> 30K tokens
  • 2.2GB size model -> 0.95GB size model