diff --git a/docs/index.md b/docs/index.md
index 03b500d441..8a7c63c36e 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -2,8 +2,10 @@
 To start a new project define these two files.   
 
 1. [Define a LightningModule](/pytorch-lightning/LightningModule/RequiredTrainerInterface/) 
-2. Pick a trainer      
+2. [Define a trainer](https://williamfalcon.github.io/pytorch-lightning/Trainer/)
+    - Examples:        
     - [Basic CPU Trainer](https://github.com/williamFalcon/pytorch-lightning/blob/master/pytorch_lightning/examples/new_project_templates/single_cpu_template.py) 
+    - [Multi-GPU Trainer](https://github.com/williamFalcon/pytorch-lightning/blob/master/pytorch_lightning/examples/new_project_templates/single_gpu_node_template.py)
     - [GPU cluster Trainer](https://github.com/williamFalcon/pytorch-lightning/blob/master/pytorch_lightning/examples/new_project_templates/multi_node_cluster_template.py)
 
 ###### Docs shortcuts