Update README.md

README.md

@@ -1,3 +1,45 @@
 ---
 license: apache-2.0
 ---
+
+# mlx-community/clip-vit-large-patch14
+This model was converted to MLX format from [`clip-vit-large-patch14`](https://huggingface.co/clip-vit-large-patch14).
+Refer to the [original model card](https://huggingface.co/openai/clip-vit-large-patch14) for more details on the model.
+## Use with mlx-examples
+
+Download the repository 👇 
+
+```
+pip install huggingface_hub hf_transfer
+
+export HF_HUB_ENABLE_HF_TRANSFER=1
+huggingface-cli download --local-dir <LOCAL FOLDER PATH> mlx-community/clip-vit-large-patch14
+```
+
+Install `mlx-examples`.
+
+```bash
+git clone [email protected]:ml-explore/mlx-examples.git
+cd clip
+pip install -r requirements.txt
+```
+
+Run the model.
+
+```python
+from PIL import Image
+import clip
+
+model, tokenizer, img_processor = clip.load("mlx_model")
+inputs = {
+    "input_ids": tokenizer(["a photo of a cat", "a photo of a dog"]),
+    "pixel_values": img_processor(
+        [Image.open("assets/cat.jpeg"), Image.open("assets/dog.jpeg")]
+    ),
+}
+output = model(**inputs)
+
+# Get text and image embeddings:
+text_embeds = output.text_embeds
+image_embeds = output.image_embeds
+```