Update README.md

README.md

@@ -2,7 +2,29 @@
 license: mit
 ---
 
-arxiv.org/abs/2312.17090
+## Quick Start with AutoModel
+
+For this image, ![](https://raw.githubusercontent.com/Q-Future/Q-Align/main/fig/singapore_flyer.jpg) start an AutoModel scorer with `transformers==4.31.0`:
+
+```python
+import requests
+import torch
+from transformers import AutoModelForCausalLM
+
+model = AutoModelForCausalLM.from_pretrained("q-future/one-align", trust_remote_code=True, 
+                                             torch_dtype=torch.float16, device_map={"":"cuda:0"})
+
+from PIL import Image
+url = "https://raw.githubusercontent.com/Q-Future/Q-Align/main/fig/singapore_flyer.jpg"
+image = Image.open(requests.get(url,stream=True).raw)
+model.score([image], task_="quality", input_="image")
+# task_ : quality | aesthetics; # input_: image | video
+```
+
+
+Result should be 1.911 (in range [1,5], higher is better).
+
+From paper: `arxiv.org/abs/2312.17090`.
  
 ## Syllabus