diff --git a/README.md b/README.md
index 63571ba..44688d1 100644
--- a/README.md
+++ b/README.md
@@ -37,6 +37,15 @@ Conference
 ## Description   
 What it does   
 
+## Use From Torch Hub
+```python
+import torch
+model = torch.hub.load(
+    "pytorchlightning/deep-learning-project-template",
+    "lit_classifier",
+)
+```
+
 ## How to run   
 First, install dependencies   
 ```bash
diff --git a/hubconf.py b/hubconf.py
new file mode 100644
index 0000000..aa8f256
--- /dev/null
+++ b/hubconf.py
@@ -0,0 +1,8 @@
+from project.lit_mnist import LitClassifier
+
+
+# any function defined here will be able to load a model like:
+# torch.hub.load("username/repo", "lit_classifier", *args, **kwargs)
+# can put logic here for loading pretrained weights
+def lit_classifier(*args, **kwargs):
+    return LitClassifier(*args, **kwargs)