Language model for Ukranian. Model has 1.3B parameters as you can guess from it's name.
Ukranian belongs to Indo-European language family. It's a very melodic language with approximately 40 million speakers. Here are some facts about it:
One of the East Slavic languages, alongside Russian and Belarusian.
It is the official language of Ukraine and is written in a version of the Cyrillic script.
Ukrainian has a rich literary history, it has maintained a vibrant cultural presence, especially in poetry and music.
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.
Ukranian 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
7.1
.
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ai-forever mGPT-1.3B-ukranian online free url in huggingface.co:
mGPT-1.3B-ukranian is an open source model from GitHub that offers a free installation service, and any user can find mGPT-1.3B-ukranian on GitHub to install. At the same time, huggingface.co provides the effect of mGPT-1.3B-ukranian install, users can directly use mGPT-1.3B-ukranian installed effect in huggingface.co for debugging and trial. It also supports api for free installation.