| \n# Spanish News Classification Headlines | |
| SNCH: this model was develop by [M47Labs](https://www.m47labs.com/es/) the goal is text classification,the base model use was [BETO](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased), it was fine-tuned on 1000 example dataset. | |
| ## Dataset Sample | |
| Dataset size : 1000 | |
| Columns: idTask,task content 1,idTag,tag. | |
| |idTask|task content 1|idTag|tag| | |
| |------|------|------|------| | |
| |3637d9ac-119c-4a8f-899c-339cf5b42ae0|Alcalá de Guadaíra celebra la IV Semana de la Diversidad Sexual con acciones de sensibilización|81b36360-6cbf-4ffa-b558-9ef95c136714|sociedad| | |
| |d56bab52-0029-45dd-ad90-5c17d4ed4c88|El Archipiélago Chinijo Graciplus se impone en el Trofeo Centro Comercial Rubicón|ed198b6d-a5b9-4557-91ff-c0be51707dec|deportes| | |
| |dec70bc5-4932-4fa2-aeac-31a52377be02|Un total de 39 personas padecen ELA actualmente en la provincia|81b36360-6cbf-4ffa-b558-9ef95c136714|sociedad| | |
| |fb396ba9-fbf1-4495-84d9-5314eb731405|Eurocopa 2021 : Italia vence a Gales y pasa a octavos con su candidatura reforzada|ed198b6d-a5b9-4557-91ff-c0be51707dec|deportes| | |
| |bc5a36ca-4e0a-422e-9167-766b41008c01|Resolución de 10 de junio de 2021, del Ayuntamiento de Tarazona de La Mancha (Albacete), referente a la convocatoria para proveer una plaza.|81b36360-6cbf-4ffa-b558-9ef95c136714|sociedad| | |
| |a87f8703-ce34-47a5-9c1b-e992c7fe60f6|El primer ministro sueco pierde una moción de censura|209ae89e-55b4-41fd-aac0-5400feab479e|politica| | |
| |d80bdaad-0ad5-43a0-850e-c473fd612526|El dólar se dispara tras la reunión de la Fed|11925830-148e-4890-a2bc-da9dc059dc17|economia| | |
| ## Labels: | |
| * ciencia_tecnologia | |
| * clickbait | |
| * cultura | |
| * deportes | |
| * economia | |
| * educacion | |
| * medio_ambiente | |
| * opinion | |
| * politica | |
| * sociedad | |
| ## 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 | |
|  |