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lang-recogn-model
spolivin/lang-recogn-model
lang-recogn-model is a text classification model from spolivin. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
The model presented in the following repository represents a fine-tuned version of BertForSequenceClassification pretrained on multilingual texts.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Dec 26, 2023
- Updated
- Dec 30, 2023
- SHA
- a0ff89e5
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Base models
Model card
From the Hugging Face model README
Language Detection Model
The model presented in the following repository represents a fine-tuned version of BertForSequenceClassification
pretrained on multilingual texts.
Training/fine-tuning
The model has been fine-tuned based on Language Detection dataset found on Kaggle. The entire process of the dataset analysis as well as a complete description of the training procedure can be found in one of my Kaggle notebooks which has been used for the purpose of a faster model training on GPU.
Supported languages
The model has been fine-tuned to detect one of the following 17 languages:
- Arabic
- Danish
- Dutch
- English
- French
- German
- Greek
- Hindi
- Italian
- Kannada
- Malayalam
- Portugeese
- Russian
- Spanish
- Sweedish
- Tamil
- Turkish
References
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- ar, da, nl, en, fr, de
- Created
- Dec 26, 2023
- Updated
- Dec 30, 2023