Update README.md

README.md

@@ -7,25 +7,24 @@ 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**
-* max_token_len: 78
-### Tokens distribution
-![token_dist](tks_dist.png)
-
-## 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)
+  ## Fine-tuining information
+  * model: **bert-base-uncased**
+  * downstream_tasks: **fill-mask**
+  
+  ## Dataset information
+  * vizwiz_data_size: **22K**
+  * max_token_len: **78**
+  ![token_dist](tks_dist.png)
+  
+  ## 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)