Update readme sample code

README.md

@@ -22,22 +22,23 @@ vllm serve tiny-random/kimi-k2.5 --trust-remote-code
 - Transformers
 
 ```python
+import base64
+import requests
 import torch
 from transformers import AutoModel, AutoProcessor
 
 model_id = "tiny-random/kimi-k2.5"
+image_url = "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"
+image_base64 = base64.b64encode(requests.get(image_url).content).decode()
 messages = [
     {
-        "role": "user",
-        "content": [
+        'role': 'user',
+        'content': [
+            {'type': 'text', 'text': 'Describe this image in detail.'},
             {
-                "type": "image",
-                "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"
+                'type': 'image_url',
+                'image_url': f'data:image/png;base64,{image_base64}',
             },
-            {
-                "type": "text",
-                "text": "describe this image"
-            }
         ],
     }
 ]
@@ -51,11 +52,9 @@ model = AutoModel.from_pretrained(
     device_map="cuda",
     trust_remote_code=True,
 )
-inputs = processor.apply_chat_template(
+inputs = processor(
     messages,
-    tokenize=True,
     add_generation_prompt=True,
-    return_dict=True,
     return_tensors="pt"
 ).to(model.device)
 inputs.pop("token_type_ids", None)