diff --git a/README.md b/README.md
index 4a22b0c7..1797c2b2 100644
--- a/README.md
+++ b/README.md
@@ -337,8 +337,8 @@ Lightning also adds a text column with all the hyperparameters for this experime
 - [Run test set](https://williamfalcon.github.io/pytorch-lightning/Trainer/Testing%20loop/)  
 
 ## Examples   
-- [GAN](https://github.com/williamFalcon/pytorch-lightning/tree/master/examples/domain_templates/gan.py)    
-- [MNIST](https://github.com/williamFalcon/pytorch-lightning/tree/master/examples/basic_examples)      
+- [GAN](https://github.com/williamFalcon/pytorch-lightning/tree/master/pl_examples/domain_templates/gan.py)    
+- [MNIST](https://github.com/williamFalcon/pytorch-lightning/tree/master/pl_examples/basic_examples)      
 - [Other projects using Lightning](https://github.com/williamFalcon/pytorch-lightning/network/dependents?package_id=UGFja2FnZS0zNzE3NDU4OTM%3D)    
 - [Multi-node](https://github.com/williamFalcon/pytorch-lightning/tree/master/examples/multi_node_examples)