# 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)