Update README.md

README.md

@@ -7,6 +7,26 @@ tags:
 repo_url: https://github.com/facebookresearch/jepa
 ---
 
-This model has been pushed to the Hub using **v-jepa**:
-- Repo: https://github.com/facebookresearch/jepa
-- Docs: [More Information Needed]
+## V-JEPA model
+
+This is a Vision Transformer (ViT) large model, trained using the V-JEPA method.
+
+## Installation
+
+First, clone and install the [JEPA package](https://github.com/facebookresearch/jepa/tree/main):
+
+```bash
+!git clone -b add_hf https://github.com/nielsrogge/jepa.git
+!cd jepa
+!pip install -r requirements.txt
+```
+
+## Usage
+
+One can instantiate the model as follows:
+
+```python
+from src.models.vision_transformer import VisionTransformer
+
+model = VisionTransformer.from_pretrained("nielsr/vit-large-patch16-v-jepa")
+```