Update README.md

README.md

@@ -111,7 +111,7 @@ When a training run has been initiated, a link will be displayed in the terminal
 All config fields labelled `type` correspond to target classes. The format is `MODULE.CLASS` and the code will load class `CLASS` from `MODULE.py` (relative path). Note that `MODULE` can itself be composite, `X.Y.Z`, in which case the class `CLASS` will be loaded from `X/Y/Z.py`. 
 For example, `model.optimizer.target` could be existing `deepspeed.ops.adam.FusedAdam` or user-defined in `losses.custom.MyLoss`.
 
-### Example
+Example:
 ```yaml
 model:
   module: