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+# Language Detection Model
+
+The model presented in the following repository represents a fine-tuned version of `BertModelForSequenceClassification` 
+pretrained on [multilingual texts](https://huggingface.co/bert-base-multilingual-uncased).
+
+## Training/fine-tuning
+
+The model has been fine-tuned based on [Language Detection](https://www.kaggle.com/datasets/basilb2s/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](https://www.kaggle.com/code/sergeypolivin/language-recognition-using-bert) which has been used for the purpose of a faster model training on *GPU*.
+
+## References
+
+1. [BERT multilingual base model (uncased)](https://huggingface.co/bert-base-multilingual-uncased)
+2. [Language Detection](https://www.kaggle.com/datasets/basilb2s/language-detection)