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