Upload Qwen_Qwen3-VL-32B-Instruct_0.py with huggingface_hub

Qwen_Qwen3-VL-32B-Instruct_0.py

@@ -11,7 +11,20 @@
 # ///
 
 try:
-    !pip install -U transformers
+    # Use a pipeline as a high-level helper
+    from transformers import pipeline
+    
+    pipe = pipeline("image-text-to-text", model="Qwen/Qwen3-VL-32B-Instruct")
+    messages = [
+        {
+            "role": "user",
+            "content": [
+                {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
+                {"type": "text", "text": "What animal is on the candy?"}
+            ]
+        },
+    ]
+    pipe(text=messages)
     with open('Qwen_Qwen3-VL-32B-Instruct_0.txt', 'w', encoding='utf-8') as f:
         f.write('Everything was good in Qwen_Qwen3-VL-32B-Instruct_0.txt')
 except Exception as e:
@@ -26,7 +39,20 @@ except Exception as e:
     with open('Qwen_Qwen3-VL-32B-Instruct_0.txt', 'a', encoding='utf-8') as f:
         import traceback
         f.write('''```CODE: 
-!pip install -U transformers
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+
+pipe = pipeline("image-text-to-text", model="Qwen/Qwen3-VL-32B-Instruct")
+messages = [
+    {
+        "role": "user",
+        "content": [
+            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
+            {"type": "text", "text": "What animal is on the candy?"}
+        ]
+    },
+]
+pipe(text=messages)
 ```
 
 ERROR: