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Davlan
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xlm-roberta-base-finetuned-swahili

Fill-Mask
Transformers
PyTorch
Safetensors
xlm-roberta
Inference Endpoints
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updating readme

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  1. README.md +19 -18
README.md CHANGED
@@ -15,28 +15,29 @@ You can use this model with Transformers *pipeline* for masked token prediction.
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  ```python
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  >>> from transformers import pipeline
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  >>> unmasker = pipeline('fill-mask', model='Davlan/xlm-roberta-base-finetuned-swahili')
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- >>> unmasker("Jumatatu, Bwana Kagame alielezea shirika la France24 huko [MASK] kwamba "hakuna uhalifu ulitendwa")
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- [{'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko Paris kwamba hakuna uhalifu ulitendwa',
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- 'score': 0.31642526388168335,
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- 'token': 10728,
 
 
 
 
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  'token_str': 'Paris'},
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- {'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko Rwanda kwamba hakuna uhalifu ulitendwa',
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- 'score': 0.15753623843193054,
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- 'token': 57557,
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- 'token_str': 'Rwanda'},
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- {'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko Burundi kwamba hakuna uhalifu ulitendwa',
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- 'score': 0.07211585342884064,
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- 'token': 57824,
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- 'token_str': 'Burundi'},
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  {'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko France kwamba hakuna uhalifu ulitendwa',
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- 'score': 0.029844321310520172,
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- 'token': 10688,
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  'token_str': 'France'},
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- {'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko Senegal kwamba hakuna uhalifu ulitendwa',
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- 'score': 0.0265930388122797,
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- 'token': 38052,
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- 'token_str': 'Senegal'}]
 
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  ```
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  #### Limitations and bias
 
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  ```python
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  >>> from transformers import pipeline
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  >>> unmasker = pipeline('fill-mask', model='Davlan/xlm-roberta-base-finetuned-swahili')
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+ >>> unmasker("Jumatatu, Bwana Kagame alielezea shirika la France24 huko <mask> kwamba hakuna uhalifu ulitendwa")
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+ [{'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko Ufaransa kwamba hakuna uhalifu ulitendwa',
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+ 'score': 0.5077782273292542,
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+ 'token': 190096,
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+ 'token_str': 'Ufaransa'},
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+ {'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko Paris kwamba hakuna uhalifu ulitendwa',
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+ 'score': 0.3657738268375397,
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+ 'token': 7270,
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  'token_str': 'Paris'},
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+ {'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko Gabon kwamba hakuna uhalifu ulitendwa',
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+ 'score': 0.01592041552066803,
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+ 'token': 176392,
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+ 'token_str': 'Gabon'},
 
 
 
 
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  {'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko France kwamba hakuna uhalifu ulitendwa',
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+ 'score': 0.010881908237934113,
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+ 'token': 9942,
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  'token_str': 'France'},
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+ {'sequence': 'Jumatatu, Bwana Kagame alielezea shirika la France24 huko Marseille kwamba hakuna uhalifu ulitendwa',
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+ 'score': 0.009554869495332241,
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+ 'token': 185918,
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+ 'token_str': 'Marseille'}]
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+
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  ```
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  #### Limitations and bias