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--- |
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language: |
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- kk |
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- en |
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- ru |
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license: mit |
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tags: |
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- gpt3 |
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- transformers |
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- mgpt |
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--- |
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# 🇰🇿 Kazakh mGPT 1.3B |
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Language model for Kazakh. Model has 1.3B parameters as you can guess from it's name. |
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Kazakh belongs to Turkic language family. It's a very vibrant language with approximately 18 million speakers. Here are some facts about it: |
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1. It is a major language spoken in Kazakhstan. |
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2. Kazakh has its own version of the Cyrillic script but is transitioning to the Latin script. |
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3. It has a rich tradition of oral literature, including epic poetry. |
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## Technical details |
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It's one of the models derived from the base [mGPT-XL (1.3B)](https://huggingface.co./ai-forever/mGPT) model (see the list below) which was originally trained on the 61 languages from 25 language families using Wikipedia and C4 corpus. |
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We've found additional data for 23 languages most of which are considered as minor and decided to further tune the base model. **Kazakh mGPT 1.3B** was trained for another 150000 steps with batch_size=4 and context window of **2048** tokens on 1 A100. |
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Final perplexity for this model on validation is **3.38**. |
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_Chart of the training loss and perplexity:_ |
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## Other mGPT-1.3B models |
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- [🇦🇲 mGPT-1.3B Armenian](https://huggingface.co./ai-forever/mGPT-1.3B-armenian) |
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- [🇦🇿 mGPT-1.3B Azerbaijan](https://huggingface.co./ai-forever/mGPT-1.3B-azerbaijan) |
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- [🍯 mGPT-1.3B Bashkir](https://huggingface.co./ai-forever/mGPT-1.3B-bashkir) |
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- [🇧🇾 mGPT-1.3B Belorussian](https://huggingface.co./ai-forever/mGPT-1.3B-belorussian) |
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- [🇧🇬 mGPT-1.3B Bulgarian](https://huggingface.co./ai-forever/mGPT-1.3B-bulgarian) |
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- [🌞 mGPT-1.3B Buryat](https://huggingface.co./ai-forever/mGPT-1.3B-buryat) |
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- [🌳 mGPT-1.3B Chuvash](https://huggingface.co./ai-forever/mGPT-1.3B-chuvash) |
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- [🇬🇪 mGPT-1.3B Georgian](https://huggingface.co./ai-forever/mGPT-1.3B-georgian) |
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- [🌸 mGPT-1.3B Kalmyk](https://huggingface.co./ai-forever/mGPT-1.3B-kalmyk) |
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- [🇰🇬 mGPT-1.3B Kirgiz](https://huggingface.co./ai-forever/mGPT-1.3B-kirgiz) |
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- [🐻 mGPT-1.3B Mari](https://huggingface.co./ai-forever/mGPT-1.3B-mari) |
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- [🇲🇳 mGPT-1.3B Mongol](https://huggingface.co./ai-forever/mGPT-1.3B-mongol) |
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- [🐆 mGPT-1.3B Ossetian](https://huggingface.co./ai-forever/mGPT-1.3B-ossetian) |
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- [🇮🇷 mGPT-1.3B Persian](https://huggingface.co./ai-forever/mGPT-1.3B-persian) |
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- [🇷🇴 mGPT-1.3B Romanian](https://huggingface.co./ai-forever/mGPT-1.3B-romanian) |
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- [🇹🇯 mGPT-1.3B Tajik](https://huggingface.co./ai-forever/mGPT-1.3B-tajik) |
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- [☕ mGPT-1.3B Tatar](https://huggingface.co./ai-forever/mGPT-1.3B-tatar) |
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- [🇹🇲 mGPT-1.3B Turkmen](https://huggingface.co./ai-forever/mGPT-1.3B-turkmen) |
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- [🐎 mGPT-1.3B Tuvan](https://huggingface.co./ai-forever/mGPT-1.3B-tuvan) |
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- [🇺🇦 mGPT-1.3B Ukranian](https://huggingface.co./ai-forever/mGPT-1.3B-ukranian) |
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- [🇺🇿 mGPT-1.3B Uzbek](https://huggingface.co./ai-forever/mGPT-1.3B-uzbek) |
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- [💎 mGPT-1.3B Yakut](https://huggingface.co./ai-forever/mGPT-1.3B-yakut) |
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## Feedback |
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If you'll found a bug of have additional data to train model on your language — please, give us feedback. |
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Model will be improved over time. Stay tuned! |
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