[Other] Adjust GPUModelRunner to enhance compatibility (#6851)

fastdeploy/worker/xpu_model_runner.py

@@ -1564,16 +1564,15 @@ class XPUModelRunner(ModelRunnerBase):
 
             # 2. Padding inputs for cuda grph
 
-            # 3. Execute model
+            model_inputs = {}
+            model_inputs["ids_remove_padding"] = self.share_inputs["ids_remove_padding"]
             if self.enable_mm:
-                model_output = self.model(
-                    self.share_inputs["ids_remove_padding"], self.share_inputs["image_features"], self.forward_meta
-                )
-            else:
-                model_output = self.model(
-                    ids_remove_padding=self.share_inputs["ids_remove_padding"],
-                    forward_meta=self.forward_meta,
-                )
+                model_inputs["image_features"] = self.share_inputs["image_features"]
+            # 3. Execute model
+            model_output = self.model(
+                model_inputs,
+                forward_meta=self.forward_meta,
+            )
             if self.use_cudagraph:
                 model_output = model_output[: self.real_token_num]
             hidden_states = xpu_process_output(