Spanish News Classification Headlines
SNCH: this model was develop by M47Labs the goal is sequence classification,the base model use was BETO
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