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language: | ||
- ven | ||
thumbnail: https://pbs.twimg.com/media/EVjR6BsWoAAFaq5.jpg | ||
tags: | ||
- ven | ||
- fill-mask | ||
- pytorch | ||
- roberta | ||
- lm-head | ||
- masked-lm | ||
license: MIT | ||
--- | ||
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# Takalani Sesame - Venda 🇿🇦 | ||
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<img src="https://pbs.twimg.com/media/EVjR6BsWoAAFaq5.jpg" width="600"/> | ||
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## Model description | ||
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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. | ||
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## Intended uses & limitations | ||
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#### How to use | ||
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```python | ||
from transformers import AutoTokenizer, AutoModelWithLMHead | ||
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tokenizer = AutoTokenizer.from_pretrained("jannesg/takalane_ven_roberta") | ||
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model = AutoModelWithLMHead.from_pretrained("jannesg/takalane_ven_roberta") | ||
``` | ||
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#### Limitations and bias | ||
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Updates will be added continously to improve performance. | ||
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## Training data | ||
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Data collected from [https://wortschatz.uni-leipzig.de/en](https://wortschatz.uni-leipzig.de/en) <br/> | ||
**Sentences:** 9279 | ||
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## Training procedure | ||
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No preprocessing. Standard Huggingface hyperparameters. | ||
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## Author | ||
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Jannes Germishuys [website](http://jannesgg.github.io) |