Total runs:
114.0K
Run Growth:
-46.7K
Growth Rate:
-40.99%
Sponsored by
YouArt
ai-forever / mGPT-1.3B-mongol
Model's Last Updated: August 11 2023
text-generation
Introduction of mGPT-1.3B-mongol
Model Details of mGPT-1.3B-mongol
๐ฒ๐ณ Mongol mGPT 1.3B
Language model for Mongol. Model has 1.3B parameters as you can guess from it's name.
Mongol belongs to Mongolic language family. It's a very historic language with approximately 5.7 million speakers. Here are some facts about it:
- It is the official language of Mongolia.
- In Mongolia, it uses the Cyrillic script, but the traditional Mongolian script is still used in other regions.
- It has a rich history tied to the Mongol Empire and figures like Genghis Khan.
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. Mongol 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 4.35 .
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
- ๐ณ mGPT-1.3B Chuvash
- 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
- 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-mongol on huggingface.co
85
Total runs
0
24-hour runs
2
3-day runs
12
7-day runs
67
30-day runs
More Information About mGPT-1.3B-mongol huggingface.co Model
Url of mGPT-1.3B-mongol
mGPT-1.3B-mongol huggingface.co Url
Provider of mGPT-1.3B-mongol huggingface.co
Other API from ai-forever
Updated:September 26 2024
Total runs:
61.0K
Run Growth:
23.4K
Growth Rate:
45.12%
Total runs:
56.0K
Run Growth:
31.5K
Growth Rate:
56.96%
Total runs:
19.5K
Run Growth:
-17.1K
Growth Rate:
-82.53%
Total runs:
13.5K
Run Growth:
-16.3K
Growth Rate:
-121.35%
Total runs:
10.7K
Run Growth:
921
Growth Rate:
8.86%
Total runs:
4.5K
Run Growth:
1.2K
Growth Rate:
27.40%
Total runs:
3.7K
Run Growth:
249
Growth Rate:
6.64%
Total runs:
2.3K
Run Growth:
-16
Growth Rate:
-0.69%
Total runs:
2.2K
Run Growth:
527
Growth Rate:
25.95%
Total runs:
2.1K
Run Growth:
1.6K
Growth Rate:
77.21%
Total runs:
1.5K
Run Growth:
731
Growth Rate:
50.31%
Total runs:
1.1K
Run Growth:
-279
Growth Rate:
-24.76%
Total runs:
780
Run Growth:
460
Growth Rate:
58.97%
Total runs:
624
Run Growth:
116
Growth Rate:
19.02%
Total runs:
620
Run Growth:
231
Growth Rate:
37.56%
Total runs:
602
Run Growth:
425
Growth Rate:
70.60%
Total runs:
544
Run Growth:
-24
Growth Rate:
-4.33%
Total runs:
538
Run Growth:
218
Growth Rate:
44.49%
Total runs:
510
Run Growth:
356
Growth Rate:
57.05%
Total runs:
413
Run Growth:
-208
Growth Rate:
-50.36%
Total runs:
409
Run Growth:
69
Growth Rate:
16.87%
Total runs:
355
Run Growth:
135
Growth Rate:
38.03%
Total runs:
314
Run Growth:
101
Growth Rate:
32.48%
Total runs:
268
Run Growth:
140
Growth Rate:
52.24%
Total runs:
257
Run Growth:
138
Growth Rate:
53.70%
Total runs:
242
Run Growth:
-48
Growth Rate:
-20.17%
Total runs:
230
Run Growth:
-325
Growth Rate:
-141.30%
Total runs:
215
Run Growth:
90
Growth Rate:
41.67%
Total runs:
205
Run Growth:
179
Growth Rate:
87.32%
Total runs:
196
Run Growth:
180
Growth Rate:
92.31%
Total runs:
177
Run Growth:
86
Growth Rate:
54.78%
Total runs:
173
Run Growth:
-56
Growth Rate:
-32.37%
Total runs:
167
Run Growth:
145
Growth Rate:
88.41%
Total runs:
155
Run Growth:
121
Growth Rate:
80.67%
Total runs:
152
Run Growth:
126
Growth Rate:
84.00%
Total runs:
151
Run Growth:
117
Growth Rate:
77.48%
Total runs:
111
Run Growth:
61
Growth Rate:
54.95%
Total runs:
109
Run Growth:
64
Growth Rate:
58.72%
Total runs:
107
Run Growth:
93
Growth Rate:
86.92%
Total runs:
105
Run Growth:
77
Growth Rate:
74.76%
Total runs:
105
Run Growth:
34
Growth Rate:
32.38%
Total runs:
101
Run Growth:
67
Growth Rate:
66.34%
Total runs:
92
Run Growth:
22
Growth Rate:
23.91%
Total runs:
92
Run Growth:
64
Growth Rate:
69.57%
Total runs:
91
Run Growth:
74
Growth Rate:
81.32%
Total runs:
90
Run Growth:
52
Growth Rate:
57.78%
Total runs:
88
Run Growth:
48
Growth Rate:
54.55%
Total runs:
88
Run Growth:
66
Growth Rate:
75.00%
Total runs:
87
Run Growth:
70
Growth Rate:
80.46%
Total runs:
87
Run Growth:
66
Growth Rate:
75.86%
Total runs:
87
Run Growth:
69
Growth Rate:
79.31%
Total runs:
85
Run Growth:
65
Growth Rate:
76.47%
Total runs:
85
Run Growth:
62
Growth Rate:
72.94%
Total runs:
84
Run Growth:
66
Growth Rate:
78.57%
Total runs:
84
Run Growth:
-8
Growth Rate:
-9.52%
Total runs:
82
Run Growth:
53
Growth Rate:
64.63%
Total runs:
75
Run Growth:
60
Growth Rate:
80.00%
Total runs:
64
Run Growth:
54
Growth Rate:
84.38%
Total runs:
45
Run Growth:
19
Growth Rate:
42.22%
Total runs:
43
Run Growth:
20
Growth Rate:
46.51%
Total runs:
39
Run Growth:
8
Growth Rate:
20.51%
Total runs:
39
Run Growth:
19
Growth Rate:
48.72%
Total runs:
38
Run Growth:
-8
Growth Rate:
-21.05%
Total runs:
38
Run Growth:
-16
Growth Rate:
-42.11%
Total runs:
38
Run Growth:
8
Growth Rate:
21.05%
Total runs:
36
Run Growth:
0
Growth Rate:
0.00%
Total runs:
32
Run Growth:
-1
Growth Rate:
-3.13%
Total runs:
31
Run Growth:
-4
Growth Rate:
-12.90%
Total runs:
30
Run Growth:
0
Growth Rate:
0.00%
Total runs:
19
Run Growth:
19
Growth Rate:
100.00%
Total runs:
17
Run Growth:
8
Growth Rate:
47.06%
Total runs:
16
Run Growth:
-16
Growth Rate:
-100.00%
Total runs:
14
Run Growth:
-7
Growth Rate:
-50.00%
Total runs:
12
Run Growth:
10
Growth Rate:
83.33%
Total runs:
8
Run Growth:
7
Growth Rate:
87.50%
Total runs:
6
Run Growth:
4
Growth Rate:
66.67%
Total runs:
5
Run Growth:
2
Growth Rate:
40.00%
Total runs:
3
Run Growth:
1
Growth Rate:
33.33%