Commit
•
2a10fea
1
Parent(s):
bb25c10
Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -19,18 +19,45 @@ Mongol belongs to Mongolic language family. It's a very historic language with a
|
|
| 19 |
2. In Mongolia, it uses the Cyrillic script, but the traditional Mongolian script is still used in other regions.
|
| 20 |
3. It has a rich history tied to the Mongol Empire and figures like Genghis Khan.
|
| 21 |
|
| 22 |
-
##
|
| 23 |
|
| 24 |
-
|
| 25 |
|
| 26 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
|
| 28 |
-
|
| 29 |
|
| 30 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
|
| 32 |
-
|
| 33 |
|
| 34 |
-
|
| 35 |
|
| 36 |
Model will be improved over time. Stay tuned!
|
|
|
|
| 19 |
2. In Mongolia, it uses the Cyrillic script, but the traditional Mongolian script is still used in other regions.
|
| 20 |
3. It has a rich history tied to the Mongol Empire and figures like Genghis Khan.
|
| 21 |
|
| 22 |
+
## Technical details
|
| 23 |
|
| 24 |
+
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.
|
| 25 |
|
| 26 |
+
We've found additional data for 23 languages most of which are considered as minor and decided to further tune the base model. **Mongol mGPT 1.3B** was trained for another 50000 steps with batch_size=4 and context window of **2048** tokens on 1 A100.
|
| 27 |
+
|
| 28 |
+
Final perplexity for this model on validation is **4.35**.
|
| 29 |
+
|
| 30 |
+
_Chart of the training loss and perplexity:_
|
| 31 |
+
|
| 32 |
+
|
| 33 |
|
| 34 |
+
## Other mGPT-1.3B models
|
| 35 |
|
| 36 |
+
- [mGPT-1.3B-armenian](https://huggingface.co/ai-forever/mGPT-1.3B-armenian)
|
| 37 |
+
- [mGPT-1.3B-azerbaijan](https://huggingface.co/ai-forever/mGPT-1.3B-azerbaijan)
|
| 38 |
+
- [mGPT-1.3B-bashkir](https://huggingface.co/ai-forever/mGPT-1.3B-bashkir)
|
| 39 |
+
- [mGPT-1.3B-belorussian](https://huggingface.co/ai-forever/mGPT-1.3B-belorussian)
|
| 40 |
+
- [mGPT-1.3B-bulgarian](https://huggingface.co/ai-forever/mGPT-1.3B-bulgarian)
|
| 41 |
+
- [mGPT-1.3B-buryat](https://huggingface.co/ai-forever/mGPT-1.3B-buryat)
|
| 42 |
+
- [mGPT-1.3B-chuvash](https://huggingface.co/ai-forever/mGPT-1.3B-chuvash)
|
| 43 |
+
- [mGPT-1.3B-georgian](https://huggingface.co/ai-forever/mGPT-1.3B-georgian)
|
| 44 |
+
- [mGPT-1.3B-kalmyk](https://huggingface.co/ai-forever/mGPT-1.3B-kalmyk)
|
| 45 |
+
- [mGPT-1.3B-kazakh](https://huggingface.co/ai-forever/mGPT-1.3B-kazakh)
|
| 46 |
+
- [mGPT-1.3B-kirgiz](https://huggingface.co/ai-forever/mGPT-1.3B-kirgiz)
|
| 47 |
+
- [mGPT-1.3B-mari](https://huggingface.co/ai-forever/mGPT-1.3B-mari)
|
| 48 |
+
- [mGPT-1.3B-ossetian](https://huggingface.co/ai-forever/mGPT-1.3B-ossetian)
|
| 49 |
+
- [mGPT-1.3B-persian](https://huggingface.co/ai-forever/mGPT-1.3B-persian)
|
| 50 |
+
- [mGPT-1.3B-romanian](https://huggingface.co/ai-forever/mGPT-1.3B-romanian)
|
| 51 |
+
- [mGPT-1.3B-tajik](https://huggingface.co/ai-forever/mGPT-1.3B-tajik)
|
| 52 |
+
- [mGPT-1.3B-tatar](https://huggingface.co/ai-forever/mGPT-1.3B-tatar)
|
| 53 |
+
- [mGPT-1.3B-turkmen](https://huggingface.co/ai-forever/mGPT-1.3B-turkmen)
|
| 54 |
+
- [mGPT-1.3B-tuvan](https://huggingface.co/ai-forever/mGPT-1.3B-tuvan)
|
| 55 |
+
- [mGPT-1.3B-ukranian](https://huggingface.co/ai-forever/mGPT-1.3B-ukranian)
|
| 56 |
+
- [mGPT-1.3B-uzbek](https://huggingface.co/ai-forever/mGPT-1.3B-uzbek)
|
| 57 |
+
- [mGPT-1.3B-yakut](https://huggingface.co/ai-forever/mGPT-1.3B-yakut)
|
| 58 |
|
| 59 |
+
## Feedback
|
| 60 |
|
| 61 |
+
If you'll found a bug of have additional data to train model on your language — please, give us feedback.
|
| 62 |
|
| 63 |
Model will be improved over time. Stay tuned!
|