Migrate model card from transformers-repo
Browse filesRead announcement at https://discuss.huggingface.co/t/announcement-all-model-cards-will-be-migrated-to-hf-co-model-repos/2755
Original file history: https://github.com/huggingface/transformers/commits/master/model_cards/jannesg/takalane_nso_roberta/README.md
README.md
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
language:
|
3 |
+
- nso
|
4 |
+
thumbnail: https://pbs.twimg.com/media/EVjR6BsWoAAFaq5.jpg
|
5 |
+
tags:
|
6 |
+
- nso
|
7 |
+
- fill-mask
|
8 |
+
- pytorch
|
9 |
+
- roberta
|
10 |
+
- masked-lm
|
11 |
+
license: MIT
|
12 |
+
---
|
13 |
+
|
14 |
+
# Takalani Sesame - Northern Sotho 🇿🇦
|
15 |
+
|
16 |
+
<img src="https://pbs.twimg.com/media/EVjR6BsWoAAFaq5.jpg" width="600"/>
|
17 |
+
|
18 |
+
## Model description
|
19 |
+
|
20 |
+
Takalani Sesame (named after the South African version of Sesame Street) is a project that aims to promote the use of South African languages in NLP, and in particular look at techniques for low-resource languages to equalise performance with larger languages around the world.
|
21 |
+
|
22 |
+
## Intended uses & limitations
|
23 |
+
|
24 |
+
#### How to use
|
25 |
+
|
26 |
+
```python
|
27 |
+
from transformers import AutoTokenizer, AutoModelWithLMHead
|
28 |
+
|
29 |
+
tokenizer = AutoTokenizer.from_pretrained("jannesg/takalane_nso_roberta")
|
30 |
+
|
31 |
+
model = AutoModelWithLMHead.from_pretrained("jannesg/takalane_nso_roberta")
|
32 |
+
```
|
33 |
+
|
34 |
+
#### Limitations and bias
|
35 |
+
|
36 |
+
Updates will be added continously to improve performance.
|
37 |
+
|
38 |
+
## Training data
|
39 |
+
|
40 |
+
Data collected from [https://wortschatz.uni-leipzig.de/en](https://wortschatz.uni-leipzig.de/en) <br/>
|
41 |
+
**Sentences:** 4746
|
42 |
+
|
43 |
+
## Training procedure
|
44 |
+
|
45 |
+
No preprocessing. Standard Huggingface hyperparameters.
|
46 |
+
|
47 |
+
## Author
|
48 |
+
|
49 |
+
Jannes Germishuys [website](http://jannesgg.github.io)
|