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bert-base-multilingual-cased-language-detection
jb2k/bert-base-multilingual-cased-language-detection
bert-base-multilingual-cased-language-detection is a text classification model from jb2k. Use it when you need a label for a piece of text. It is set up for transformers.
A model for language detection with support for 45 languages This model was created by fine-tuning bert-base-multilingual-cased on the common language dataset. This dataset has support for 45 languages, which are list…
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Nov 24, 2021
- SHA
- aa4473be
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Model card
From the Hugging Face model README
bert-base-multilingual-cased-language-detection
A model for language detection with support for 45 languages
Model description
This model was created by fine-tuning bert-base-multilingual-cased on the common language dataset. This dataset has support for 45 languages, which are listed below:
Arabic, Basque, Breton, Catalan, Chinese_China, Chinese_Hongkong, Chinese_Taiwan, Chuvash, Czech, Dhivehi, Dutch, English, Esperanto, Estonian, French, Frisian, Georgian, German, Greek, Hakha_Chin, Indonesian, Interlingua, Italian, Japanese, Kabyle, Kinyarwanda, Kyrgyz, Latvian, Maltese, Mongolian, Persian, Polish, Portuguese, Romanian, Romansh_Sursilvan, Russian, Sakha, Slovenian, Spanish, Swedish, Tamil, Tatar, Turkish, Ukranian, Welsh
Evaluation
This model was evaluated on the test split of the common language dataset, and achieved the following metrics:
- Accuracy: 97.8%
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Hf Inference
- live
- Created
- Mar 2, 2022
- Updated
- Nov 24, 2021