|
--- |
|
language: |
|
- ky |
|
- en |
|
- ru |
|
license: mit |
|
tags: |
|
- gpt3 |
|
- transformers |
|
- mgpt |
|
--- |
|
# 🇰🇬 Kirgiz mGPT 1.3B |
|
|
|
Language model for Kirgiz. Model has 1.3B parameters as you can guess from it's name. |
|
|
|
Kirgiz belongs to Turkic language family. It's a very fluid language with approximately 4 million speakers. Here are some facts about it: |
|
|
|
1. It is also known as Kyrgyz and is the official language of Kyrgyzstan. |
|
2. It uses a version of the Cyrillic script. |
|
3. Manas, an epic poem in the Kyrgyz language, is one of the worlds longest epics. |
|
|
|
## Technical details |
|
|
|
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. |
|
|
|
We've found additional data for 23 languages most of which are considered as minor and decided to further tune the base model. **Kirgiz mGPT 1.3B** was trained for another 50000 steps with batch_size=4 and context window of **2048** tokens on 1 A100. |
|
|
|
Final perplexity for this model on validation is **8.2**. |
|
|
|
_Chart of the training loss and perplexity:_ |
|
|
|
 |
|
|
|
## Other mGPT-1.3B models |
|
|
|
- [🇦🇲 mGPT-1.3B Armenian](https://huggingface.co/ai-forever/mGPT-1.3B-armenian) |
|
- [🇦🇿 mGPT-1.3B Azerbaijan](https://huggingface.co/ai-forever/mGPT-1.3B-azerbaijan) |
|
- [🍯 mGPT-1.3B Bashkir](https://huggingface.co/ai-forever/mGPT-1.3B-bashkir) |
|
- [🇧🇾 mGPT-1.3B Belorussian](https://huggingface.co/ai-forever/mGPT-1.3B-belorussian) |
|
- [🇧🇬 mGPT-1.3B Bulgarian](https://huggingface.co/ai-forever/mGPT-1.3B-bulgarian) |
|
- [🌞 mGPT-1.3B Buryat](https://huggingface.co/ai-forever/mGPT-1.3B-buryat) |
|
- [🌳 mGPT-1.3B Chuvash](https://huggingface.co/ai-forever/mGPT-1.3B-chuvash) |
|
- [🇬🇪 mGPT-1.3B Georgian](https://huggingface.co/ai-forever/mGPT-1.3B-georgian) |
|
- [🌸 mGPT-1.3B Kalmyk](https://huggingface.co/ai-forever/mGPT-1.3B-kalmyk) |
|
- [🇰🇿 mGPT-1.3B Kazakh](https://huggingface.co/ai-forever/mGPT-1.3B-kazakh) |
|
- [🐻 mGPT-1.3B Mari](https://huggingface.co/ai-forever/mGPT-1.3B-mari) |
|
- [🇲🇳 mGPT-1.3B Mongol](https://huggingface.co/ai-forever/mGPT-1.3B-mongol) |
|
- [🐆 mGPT-1.3B Ossetian](https://huggingface.co/ai-forever/mGPT-1.3B-ossetian) |
|
- [🇮🇷 mGPT-1.3B Persian](https://huggingface.co/ai-forever/mGPT-1.3B-persian) |
|
- [🇷🇴 mGPT-1.3B Romanian](https://huggingface.co/ai-forever/mGPT-1.3B-romanian) |
|
- [🇹🇯 mGPT-1.3B Tajik](https://huggingface.co/ai-forever/mGPT-1.3B-tajik) |
|
- [☕ mGPT-1.3B Tatar](https://huggingface.co/ai-forever/mGPT-1.3B-tatar) |
|
- [🇹🇲 mGPT-1.3B Turkmen](https://huggingface.co/ai-forever/mGPT-1.3B-turkmen) |
|
- [🐎 mGPT-1.3B Tuvan](https://huggingface.co/ai-forever/mGPT-1.3B-tuvan) |
|
- [🇺🇦 mGPT-1.3B Ukranian](https://huggingface.co/ai-forever/mGPT-1.3B-ukranian) |
|
- [🇺🇿 mGPT-1.3B Uzbek](https://huggingface.co/ai-forever/mGPT-1.3B-uzbek) |
|
- [💎 mGPT-1.3B Yakut](https://huggingface.co/ai-forever/mGPT-1.3B-yakut) |
|
|
|
## Feedback |
|
|
|
If you'll found a bug of have additional data to train model on your language — please, give us feedback. |
|
|
|
Model will be improved over time. Stay tuned! |
|
|
