diff --git a/docs/examples/data/torchvision/README.rst b/docs/examples/data/torchvision/README.rst
index 77ab7445..1909e79f 100644
--- a/docs/examples/data/torchvision/README.rst
+++ b/docs/examples/data/torchvision/README.rst
@@ -14,25 +14,25 @@ The full source code for this example is available on `the mila-docs GitHub repo
 
 **job.sh**
 
-.. literalinclude:: examples/data/torchvision/job.sh.diff
+.. literalinclude:: /examples/data/torchvision/job.sh.diff
    :language: diff
 
 
 **main.py**
 
-.. literalinclude:: examples/data/torchvision/main.py.diff
+.. literalinclude:: /examples/data/torchvision/main.py.diff
    :language: diff
 
 
 **data.sh**
 
-.. literalinclude:: examples/data/torchvision/data.sh
+.. literalinclude:: /examples/data/torchvision/data.sh
    :language: bash
 
 
 **data.py**
 
-.. literalinclude:: examples/data/torchvision/data.py
+.. literalinclude:: /examples/data/torchvision/data.py
    :language: python