Update README.md

README.md

@@ -1,3 +1,38 @@
----
-license: mit
----
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+```python
+import requests
+
+from PIL import Image
+from transformers import AutoProcessor, AutoModelForCausalLM 
+
+
+model = AutoModelForCausalLM.from_pretrained("F16/florence2-large-ft-gufeng_v3", trust_remote_code=True)
+processor = AutoProcessor.from_pretrained("F16/florence2-large-ft-gufeng_v3", trust_remote_code=True)
+
+prompt = "<MORE_DETAILED_CAPTION>"
+
+url = "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/tasks/car.jpg?download=true"
+image = Image.open(requests.get(url, stream=True).raw)
+
+inputs = processor(text=prompt, images=image, return_tensors="pt")
+
+generated_ids = model.generate(
+    input_ids=inputs["input_ids"],
+    pixel_values=inputs["pixel_values"],
+    max_new_tokens=1024,
+    do_sample=False,
+    num_beams=3
+)
+generated_text = processor.batch_decode(generated_ids, skip_special_tokens=False)[0]
+
+parsed_answer = processor.post_process_generation(generated_text, task=prompt, image_size=(image.width, image.height))
+
+print(parsed_answer)
+
+```
+---
+license: mit
+---