Update README.md

README.md

@@ -63,3 +63,16 @@ The following hyperparameters were used during training:
 - Pytorch 2.5.0
 - Datasets 3.0.2
 - Tokenizers 0.20.1
+
+### How to use
+```python
+# load data using `dataload.py`
+
+model = VideoMAEForPreTraining.from_pretrained(
+    standardmodelbio/smb-vision-base,
+    trust_remote_code=True,
+)
+
+embedding = model.videomae(batch["image"])
+
+```