Language model for Buryat. Model has 1.3B parameters as you can guess from it's name.
Buryat belongs to Mongolic language family. It's a very distinct language with approximately 0.5 million speakers. Here are some facts about it:
Primarily spoken in the region around Lake Baikal in Russia.
It has multiple dialects, reflecting the wide spread of Buriat communities.
The Buryats are the largest indigenous group in Siberia.
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.
Buryat mGPT 1.3B
was trained for another 1000 steps with batch_size=4 and context window of
2048
tokens on 1 A100.
Final perplexity for this model on validation is
17.63
.
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