Update README.md

README.md

@@ -22,12 +22,12 @@ github repository : https://github.com/sunandhini96
 github repository : https://github.com/katipallyvig8899
 
 
-Developed the nano gpt application using gradio.
+### Developed the nano gpt application using gradio.
 
 
-Some of steps followed during the training:
+# Some of steps followed during the training:
 
-## Data preparation:
+### Data preparation:
 
 -> download single (1MB) file and turn it from raw text into one large stream of integers(Tokenize the text into characters. In character-level models, each character becomes a token and data encoding ) 
 
@@ -35,14 +35,15 @@ Some of steps followed during the training:
 
 This creates a train.bin and val.bin in that data directory.
 
-## Train the model:
+### Train the model:
 
 To train the model run the following command:
 
 ` python train.py config/train_shakespeare_char.py `
 
-## Sample data generation:
+### Sample data generation:
 
 To get sample data run the following command:
 
 `  python sample.py --out_dir=out-shakespeare-char `
+