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base_model: bert-base-multilingual-uncased

Language Detection Model

The model presented in the following repository represents a fine-tuned version of BertModelForSequenceClassification 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.

References

  1. BERT multilingual base model (uncased)
  2. Language Detection