# Spanish News Classification Headlines

SNCH: this model was develop by [M47Labs](https://www.m47labs.com/es/)  the goal is sequence classification,the base model use was [BETO](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased)



trained on private dataset. The  model will output the probability of a label('ciencia_tecnologia','clickbait','cultura','deportes','economia','educacion','medio_ambiente', 'opinion','politica',
 'sociedad'), the arquitecture of the NN is only in Pytorch.

# Example of Use

An example on how to use the model in this page can be found in this colab notebook: https://colab.research.google.com/drive/1XsKea6oMyEckye2FePW_XN7Rf8v41Cw_?usp=sharing


# Finetune Hyperparameters


 * MAX_LEN = 32
 
 * TRAIN_BATCH_SIZE = 8
 
 * VALID_BATCH_SIZE = 4
 
 * EPOCHS = 5
 
 * LEARNING_RATE = 1e-05