First version of the ES-threat model

The first version of the threat model was trained in the Spanish dataset on top of the xml-Roberta model.

README.md

@@ -1,3 +1,25 @@
 ---
 license: openrail
+language:
+- es
+metrics:
+- accuracy
+pipeline_tag: text-classification
 ---
+
+Text classification model for threat detection in Spanish.
+
+We define threat messages as messages containing threats, support of violence, or harm towards a person or group of people.
+
+It is trained on the XML-RobertA (xlm-roberta-base) model with a dataset of 364.793 messages from online sources.
+
+Parameters
+          "learning_rate": 1e-5,
+          "weight_decay": 0.01,
+          "opimizer": "Adam",
+          "eps": 1e-08,
+          "num_labels": 2,
+          "output_attentions": "True",
+          "output_hidden_states": "False",
+          "number_epoch": 3,
+          "batch-size": 16