ai-forever / mGPT-1.3B-buryat

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 0
30-day runs: -3
Model's Last Updated: 8月 11 2023
text-generation

Introduction of mGPT-1.3B-buryat

Model Details of mGPT-1.3B-buryat

🌞 Buryat mGPT 1.3B

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:

  1. Primarily spoken in the region around Lake Baikal in Russia.
  2. It has multiple dialects, reflecting the wide spread of Buriat communities.
  3. 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 .

Chart of the training loss and perplexity:

Other mGPT-1.3B models
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!

Runs of ai-forever mGPT-1.3B-buryat on huggingface.co

9
Total runs
0
24-hour runs
2
3-day runs
0
7-day runs
-3
30-day runs

More Information About mGPT-1.3B-buryat huggingface.co Model

More mGPT-1.3B-buryat license Visit here:

https://choosealicense.com/licenses/mit

mGPT-1.3B-buryat huggingface.co

mGPT-1.3B-buryat huggingface.co is an AI model on huggingface.co that provides mGPT-1.3B-buryat's model effect (), which can be used instantly with this ai-forever mGPT-1.3B-buryat model. huggingface.co supports a free trial of the mGPT-1.3B-buryat model, and also provides paid use of the mGPT-1.3B-buryat. Support call mGPT-1.3B-buryat model through api, including Node.js, Python, http.

mGPT-1.3B-buryat huggingface.co Url

https://huggingface.co/ai-forever/mGPT-1.3B-buryat

ai-forever mGPT-1.3B-buryat online free

mGPT-1.3B-buryat huggingface.co is an online trial and call api platform, which integrates mGPT-1.3B-buryat's modeling effects, including api services, and provides a free online trial of mGPT-1.3B-buryat, you can try mGPT-1.3B-buryat online for free by clicking the link below.

ai-forever mGPT-1.3B-buryat online free url in huggingface.co:

https://huggingface.co/ai-forever/mGPT-1.3B-buryat

mGPT-1.3B-buryat install

mGPT-1.3B-buryat is an open source model from GitHub that offers a free installation service, and any user can find mGPT-1.3B-buryat on GitHub to install. At the same time, huggingface.co provides the effect of mGPT-1.3B-buryat install, users can directly use mGPT-1.3B-buryat installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

mGPT-1.3B-buryat install url in huggingface.co:

https://huggingface.co/ai-forever/mGPT-1.3B-buryat

Url of mGPT-1.3B-buryat

mGPT-1.3B-buryat huggingface.co Url

Provider of mGPT-1.3B-buryat huggingface.co

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