Update README.md

README.md

@@ -1,20 +1,55 @@
 
-
 # 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)
+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|
+|------|------|------|------|
+|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|
 
 
-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.
+## Labels:
+
+ * ciencia_tecnologia
+ 
+ * clickbait
+ 
+ * cultura 
+ 
+ * deportes
+ 
+ * economia
+ 
+ * educacion
+ 
+ * medio_ambiente
+ 
+ * opinion
+ 
+ * politica
+ 
+ * sociedad
+ 
+
 
-# Example of Use
+## 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
+## Finetune Hyperparameters
 
 
  * MAX_LEN = 32