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ai-forever / mGPT-1.3B-chuvash
Model's Last Updated: August 11 2023
text-generation
Introduction of mGPT-1.3B-chuvash
Model Details of mGPT-1.3B-chuvash
๐ณ Chuvash mGPT 1.3B
Language model for Chuvash. Model has 1.3B parameters as you can guess from it's name.
Chuvash belongs to Turkic language family. It's a very rich language with approximately 1.1 million speakers. Here are some facts about it:
- It is the only surviving member of the Oghur branch of Turkic languages.
- It has been influenced by Tatar, Mari, and Russian languages.
- The Chuvash people predominantly reside in the Chuvash Republic in Russia.
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. Chuvash 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 28.76 .
Chart of the training loss and perplexity:
Other mGPT-1.3B models
- ๐ฆ๐ฒ mGPT-1.3B Armenian
- ๐ฆ๐ฟ mGPT-1.3B Azerbaijan
- ๐ฏ mGPT-1.3B Bashkir
- ๐ง๐พ mGPT-1.3B Belorussian
- ๐ง๐ฌ mGPT-1.3B Bulgarian
- ๐ mGPT-1.3B Buryat
- ๐ฌ๐ช mGPT-1.3B Georgian
- ๐ธ mGPT-1.3B Kalmyk
- ๐ฐ๐ฟ mGPT-1.3B Kazakh
- ๐ฐ๐ฌ mGPT-1.3B Kirgiz
- ๐ป mGPT-1.3B Mari
- ๐ฒ๐ณ mGPT-1.3B Mongol
- ๐ mGPT-1.3B Ossetian
- ๐ฎ๐ท mGPT-1.3B Persian
- ๐ท๐ด mGPT-1.3B Romanian
- ๐น๐ฏ mGPT-1.3B Tajik
- โ mGPT-1.3B Tatar
- ๐น๐ฒ mGPT-1.3B Turkmen
- ๐ mGPT-1.3B Tuvan
- ๐บ๐ฆ mGPT-1.3B Ukranian
- ๐บ๐ฟ mGPT-1.3B Uzbek
- ๐ mGPT-1.3B Yakut
Feedback
If you'll found a bug of have additional data to train model on your language โ please, give us feedback.
Model will be improved over time. Stay tuned!
Runs of ai-forever mGPT-1.3B-chuvash on huggingface.co
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More Information About mGPT-1.3B-chuvash huggingface.co Model
Url of mGPT-1.3B-chuvash
mGPT-1.3B-chuvash huggingface.co Url
Provider of mGPT-1.3B-chuvash huggingface.co
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