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