Language model for Georgian. Model has 1.3B parameters as you can guess from it's name.
Georgian belongs to Kartvelian language family. It's a very harmonious language with approximately 4 million speakers. Here are some facts about it:
It has its own writing system called the Georgian script.
Georgian has ancient literary traditions with texts dating back to the 5th century.
It includes several regional dialects, reflecting the countrys mountainous terrain.
Technical details
It's one of the models derived from the base
mGPT-XL (1.3B)
model (see the list below) which was originally trained on the 61 languages from 25 language families using Wikipedia and C4 corpus.
We've found additional data for 23 languages most of which are considered as minor and decided to further tune the base model.
Georgian mGPT 1.3B
was trained for another 10000 steps with batch_size=4 and context window of
2048
tokens on 1 A100.
Final perplexity for this model on validation is
16.85
.
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