diff --git a/README.md b/README.md
index a4ec14a5..0cfb42d7 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,11 @@ The Keras for ML-researchers in PyTorch.
 ## Usage
 To use lightning do 2 things:  
 1. [Define a trainer](https://github.com/williamFalcon/pytorch-lightning/blob/master/pytorch_lightning/trainer_main.py) (which will run ALL your models).   
-2. [Define a model](https://github.com/williamFalcon/pytorch-lightning/blob/master/pytorch_lightning/models/sample_model_template/model_template.py).   
+2. [Define a model](https://github.com/williamFalcon/pytorch-lightning/blob/master/pytorch_lightning/models/sample_model_template/model_template.py).     
+
+### Example:   
+
+### Define the trainer   
 
 ```python
 # trainer.py
@@ -56,7 +60,8 @@ model = My_Model()
 trainer.fit(model)
 ```
 
-next define a model that implements these 10 functions:    
+### Define the model   
+
 ```python
 import torch.nn as nn