Update README.md

README.md

@@ -1 +1,28 @@
-license: mit
+---
+license: mit
+language:
+- en
+---
+license: mit
+
+# Fine-tuning BERT for Fill Mask task on VizWiz dataset
+
+# Fine-tuining information
+* model: bert-base-uncased
+* downstream_tasks: fill-mask
+
+# Dataset information
+* vizwiz_data_size: 22K
+
+# Training information
+* random_seed: 16
+* max_token_len: 78 
+* train_batch_size: 32 
+* val_batch_size: 16
+* num_epochs: 5, 
+* learning_rate: 5e-06, 
+* split_train: 0.8
+* optimizer: adamw
+
+# Learning curves
+![learning_curves](lc.png)