Update README.md

README.md

@@ -1,3 +1,37 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+
+**INFERENTIA ONLY**
+
+Exported with:
+
+```python
+from optimum.neuron import NeuronModelForSentenceTransformers
+
+# [Compile]
+model_id = "sentence-transformers/clip-ViT-B-32"
+
+# configs for compiling model
+input_shapes = {
+    "num_channels": 3,
+    "height": 224,
+    "width": 224,
+    "text_batch_size": 3,
+    "image_batch_size": 1,
+    "sequence_length": 64,
+}
+
+neuron_model = NeuronModelForSentenceTransformers.from_pretrained(
+    model_id, subfolder="0_CLIPModel", export=True, dynamic_batch_size=False, **input_shapes
+)
+
+# Save locally or upload to the HuggingFace Hub
+save_directory = "clip_emb_neuron/"
+neuron_model.save_pretrained(save_directory)
+
+# Upload to the HuggingFace Hub
+neuron_model.push_to_hub(
+    "clip_emb_neuron/", repository_id="optimum/clip_vit_emb_neuronx"  # Replace with your HF Hub repo id
+)
+```