Update app.py

app.py

@@ -91,7 +91,8 @@ from qwenimage.qwen_fa3_processor import QwenDoubleStreamAttnProcessorFA3
 
 dtype = torch.bfloat16
 
-pipe = QwenImageEditPlusPipeline.frompretrained(
+# FIXED TYPO HERE (from_pretrained instead of frompretrained)
+pipe = QwenImageEditPlusPipeline.from_pretrained(
     "FireRedTeam/FireRed-Image-Edit-1.0",
     transformer=QwenImageTransformer2DModel.from_pretrained(
         "prithivMLmods/Qwen-Image-Edit-Rapid-AIO-V19",
@@ -234,7 +235,7 @@ css = """
 with gr.Blocks() as demo:
     with gr.Column(elem_id="col-container"):
         gr.Markdown("# **FireRed-Image-Edit-1.0-Fast**", elem_id="main-title")
-        gr.Markdown("Perform image edits using[FireRed-Image-Edit-1.0](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0) with 4-step fast inference.")
+        gr.Markdown("Perform image edits using [FireRed-Image-Edit-1.0](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0) with 4-step fast inference.")
 
         with gr.Row(equal_height=True):
             with gr.Column():