fix: autoprocessor

Signed-off-by: jupyterjazz <[email protected]>

modeling_colqwen_duo.py

@@ -699,6 +699,12 @@ class JinaEmbeddingsV4Model:
         if hasattr(self.model, name):
             return getattr(self.model, name)
         raise AttributeError(f"'{self.__class__.__name__}' object has no attribute '{name}'")
+    
+    def __call__(self, *args, **kwargs):
+        """
+        Forward the call to the underlying model's forward method.
+        """
+        return self.model(*args, **kwargs)
 
 
 class ColQwen25Duo(ColQwenDuoBase, Qwen2_5_VLForConditionalGeneration):

preprocessor_config.json

@@ -25,5 +25,8 @@
     "longest_edge": 12845056,
     "shortest_edge": 3136
   },
-  "temporal_patch_size": 2
+  "temporal_patch_size": 2,
+  "auto_map": {
+    "AutoProcessor": "modeling_colqwen_duo.ColQwen25DuoProcessor"
+  }
 }