UI/UX suggestions and not using hte turbo model for quality trade off

app.py

@@ -63,7 +63,7 @@ class Generator:
         # load dreamo
         model_root = 'black-forest-labs/FLUX.1-dev'
         dreamo_pipeline = DreamOPipeline.from_pretrained(model_root, torch_dtype=torch.bfloat16)
-        dreamo_pipeline.load_dreamo_model(device, use_turbo=True)
+        dreamo_pipeline.load_dreamo_model(device, use_turbo=False) # MODIFIED: use_turbo=False
         self.dreamo_pipeline = dreamo_pipeline.to(device)
 
     @torch.no_grad()
@@ -107,7 +107,7 @@ def generate_image(
     width=1024,
     height=1024,
     ref_res=512,
-    num_steps=12,
+    num_steps=28, # MODIFIED: default num_steps to 28
     guidance=3.5,
     true_cfg=1,
     cfg_start_step=0,
@@ -185,11 +185,26 @@ If DreamO is helpful, please help to ⭐ the <a href='https://github.com/bytedan
 If you have any questions or feedbacks, feel free to open a discussion or contact <b>[email protected]</b> and <b>[email protected]</b>
 """  # noqa E501
 
+# MODIFIED: Function to update guidance based on task selection
+def update_guidance_on_task_selection(task1_value, task2_value, current_guidance_value_from_slider):
+    # current_guidance_value_from_slider is a float from the slider state
+    is_identity_selected = (task1_value == "id" or task2_value == "id")
+
+    if is_identity_selected:
+        return gr.update(value=1.5)
+    else:
+        # If no identity task is selected, and current guidance is 1.5 (was likely set by previous identity task),
+        # revert to original default (3.5). Otherwise, keep user's manual setting.
+        if float(current_guidance_value_from_slider) == 1.5:
+            return gr.update(value=3.5) # Default slider value
+        return gr.update() # No change, keep current value
 
 def create_demo():
 
     with gr.Blocks() as demo:
-        gr.Markdown(_HEADER_)
+        # MODIFIED: User guide in a closed Accordion
+        with gr.Accordion("User Guide", open=False):
+            gr.Markdown(_HEADER_)
 
         with gr.Row():
             with gr.Column():
@@ -197,14 +212,29 @@ def create_demo():
                     ref_image1 = gr.Image(label="ref image 1", type="numpy", height=256)
                     ref_image2 = gr.Image(label="ref image 2", type="numpy", height=256)
                 with gr.Row():
-                    ref_task1 = gr.Dropdown(choices=["ip", "id", "style"], value="ip", label="task for ref image 1")
-                    ref_task2 = gr.Dropdown(choices=["ip", "id", "style"], value="ip", label="task for ref image 2")
+                    # MODIFIED: Task names and values
+                    task_choices = [("Composition", "ip"), ("Identity", "id"), ("Style", "style")]
+                    ref_task1 = gr.Dropdown(choices=task_choices, value="ip", label="task for ref image 1")
+                    ref_task2 = gr.Dropdown(choices=task_choices, value="ip", label="task for ref image 2")
                 prompt = gr.Textbox(label="Prompt", value="a person playing guitar in the street")
                 width = gr.Slider(768, 1024, 1024, step=16, label="Width")
                 height = gr.Slider(768, 1024, 1024, step=16, label="Height")
-                num_steps = gr.Slider(8, 30, 12, step=1, label="Number of steps")
+                num_steps = gr.Slider(8, 30, 28, step=1, label="Number of steps") # MODIFIED: default slider value to 28
                 guidance = gr.Slider(1.0, 10.0, 3.5, step=0.1, label="Guidance")
                 seed = gr.Textbox(label="Seed (-1 for random)", value="-1")
+                
+                # MODIFIED: Event listeners for task dropdowns to update guidance
+                ref_task1.change(
+                    fn=update_guidance_on_task_selection,
+                    inputs=[ref_task1, ref_task2, guidance], # Pass current guidance value
+                    outputs=[guidance]
+                )
+                ref_task2.change(
+                    fn=update_guidance_on_task_selection,
+                    inputs=[ref_task1, ref_task2, guidance], # Pass current guidance value
+                    outputs=[guidance]
+                )
+
                 with gr.Accordion("Advanced Options", open=False, visible=False):
                     ref_res = gr.Slider(512, 1024, 512, step=16, label="resolution for ref image")
                     neg_prompt = gr.Textbox(label="Neg Prompt", value="")
@@ -230,8 +260,8 @@ def create_demo():
                 [
                     'example_inputs/woman1.png',
                     None,
-                    'ip',
-                    'ip',
+                    'ip', # Corresponds to "Composition"
+                    'ip', # Corresponds to "Composition"
                     'profile shot dark photo of a 25-year-old female with smoke escaping from her mouth, the backlit smoke gives the image an ephemeral quality, natural face, natural eyebrows, natural skin texture, award winning photo, highly detailed face, atmospheric lighting, film grain, monochrome',  # noqa E501
                     9180879731249039735,
                 ],
@@ -262,7 +292,7 @@ def create_demo():
                 [
                     'example_inputs/hinton.jpeg',
                     None,
-                    'id',
+                    'id', # Corresponds to "Identity"
                     'ip',
                     'portrait, Chibi',
                     5443415087540486371,
@@ -270,7 +300,7 @@ def create_demo():
                 [
                     'example_inputs/mickey.png',
                     None,
-                    'style',
+                    'style', # Corresponds to "Style"
                     'ip',
                     'generate a same style image. A rooster wearing overalls.',
                     6245580464677124951,
@@ -294,7 +324,7 @@ def create_demo():
                 [
                     'example_inputs/woman2.png',
                     'example_inputs/dress.png',
-                    'id',
+                    'id', # Corresponds to "Identity"
                     'ip',
                     'the woman wearing a dress, In the banquet hall',
                     7698454872441022867,
@@ -362,4 +392,4 @@ def create_demo():
 
 if __name__ == '__main__':
     demo = create_demo()
-    demo.launch()
+    demo.launch()