Update README.md

README.md

@@ -2,4 +2,28 @@
 license: mit
 tags:
 - text-classification
+- PyTorch
+- Transformers
 ---
+
+
+# fakeBert
+
+This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on a [news dataset](https://www.kaggle.com/datasets/clmentbisaillon/fake-and-real-news-dataset) from Kaggle.
+
+## Model description
+
+Fine-tuning Bert for text classification.
+
+## Training and evaluation data
+
+Training & Validation: [Fake and real news dataset](https://www.kaggle.com/datasets/clmentbisaillon/fake-and-real-news-dataset)
+Testing: [Fake News Detection Challenge KDD 2020](https://www.kaggle.com/competitions/fakenewskdd2020/overview)
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 1e-5
+- train_batch_size: 16
+- eval_batch_size: 16
+- optimizer: AdamW