concauu commited on
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a4ea10a
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1 Parent(s): 82b7a9a

Update app.py

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  1. app.py +46 -105
app.py CHANGED
@@ -79,117 +79,58 @@ def enhance_prompt(user_prompt):
79
  except Exception as e:
80
  enhanced = f"Error enhancing prompt: {str(e)}"
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  return enhanced
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- # ---------- End Prompt Enhancement Setup ----------
83
 
84
- @spaces.GPU(duration=75)
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- def infer(prompt, seed=42, randomize_seed=False, width=1024, height=1024, guidance_scale=3.5, num_inference_steps=28, progress=gr.Progress(track_tqdm=True)):
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- # First, refine the prompt using the enhancer
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- enhanced_prompt = enhance_prompt(prompt)
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- print("Enhanced prompt:", enhanced_prompt) # You might remove or modify this logging
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-
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- if randomize_seed:
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- seed = random.randint(0, MAX_SEED)
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- generator = torch.Generator().manual_seed(seed)
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-
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- # Use the enhanced prompt for image generation
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- for img in pipe.flux_pipe_call_that_returns_an_iterable_of_images(
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- prompt=enhanced_prompt,
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- guidance_scale=guidance_scale,
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- num_inference_steps=num_inference_steps,
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- width=width,
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- height=height,
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  generator=generator,
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  output_type="pil",
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  good_vae=good_vae,
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- ):
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- yield img, seed
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-
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- css = """
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- #col-container {
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- margin: 0 auto;
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- max-width: 520px;
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- }
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- """
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114
- with gr.Blocks(css=css) as demo:
 
 
 
 
 
 
 
115
 
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- with gr.Column(elem_id="col-container"):
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- gr.Markdown(f"""# FLUX.1 [dev] with Prompt Enhancement
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- Use the enhanced prompt (generated by Groq) for a refined image generation experience.
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- """)
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-
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- with gr.Row():
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- prompt = gr.Text(
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- label="Prompt",
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- show_label=False,
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- max_lines=1,
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- placeholder="Enter your prompt",
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- container=False,
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- )
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- run_button = gr.Button("Run", scale=0)
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-
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- result = gr.Image(label="Result", show_label=False)
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-
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- with gr.Accordion("Advanced Settings", open=False):
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- seed = gr.Slider(
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- label="Seed",
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- minimum=0,
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- maximum=MAX_SEED,
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- step=1,
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- value=0,
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- )
141
-
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- randomize_seed = gr.Checkbox(label="Randomize seed", value=True)
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-
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- with gr.Row():
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- width = gr.Slider(
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- label="Width",
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- minimum=256,
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- maximum=MAX_IMAGE_SIZE,
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- step=32,
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- value=1024,
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- )
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- height = gr.Slider(
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- label="Height",
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- minimum=256,
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- maximum=MAX_IMAGE_SIZE,
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- step=32,
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- value=1024,
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- )
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-
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- with gr.Row():
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- guidance_scale = gr.Slider(
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- label="Guidance Scale",
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- minimum=1,
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- maximum=15,
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- step=0.1,
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- value=3.5,
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- )
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- num_inference_steps = gr.Slider(
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- label="Number of inference steps",
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- minimum=1,
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- maximum=50,
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- step=1,
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- value=28,
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- )
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-
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- gr.Examples(
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- examples=[
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- "a tiny astronaut hatching from an egg on the moon",
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- "a cat holding a sign that says hello world",
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- "an anime illustration of a wiener schnitzel",
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- ],
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- fn=infer,
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- inputs=[prompt],
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- outputs=[result, seed],
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- cache_examples="lazy"
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  )
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-
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- gr.on(
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- triggers=[run_button.click, prompt.submit],
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- fn=infer,
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- inputs=[prompt, seed, randomize_seed, width, height, guidance_scale, num_inference_steps],
192
- outputs=[result, seed]
193
  )
 
 
 
 
 
 
 
 
 
 
194
 
195
- demo.launch(share=True)
 
 
79
  except Exception as e:
80
  enhanced = f"Error enhancing prompt: {str(e)}"
81
  return enhanced
 
82
 
83
+ def generate_image(prompt):
84
+ """Generates an image using the provided (possibly edited) prompt."""
85
+ try:
86
+ generator = torch.Generator(device).manual_seed(42)
87
+ image = pipe(
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+ prompt=prompt,
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+ guidance_scale=3.5,
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+ num_inference_steps=50,
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+ width=1024,
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+ height=1024,
 
 
 
 
 
 
 
93
  generator=generator,
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  output_type="pil",
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  good_vae=good_vae,
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+ ).images[0]
97
+ except Exception as e:
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+ image = None
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+ print(e)
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+ return image
 
 
 
 
101
 
102
+ # --- Gradio Interface ---
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+ with gr.Blocks(css=".gradio-container {background-color: #f9f9f9; padding: 20px;}") as demo:
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+ gr.Markdown("# 2-Step Image Generator")
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+ gr.Markdown(
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+ "### Step 1: Prompt Enhancement\n"
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+ "Enter your original prompt below and click **Enhance Prompt**. "
108
+ "The system will generate a detailed version of your prompt. You can modify the enhanced prompt before generating the image."
109
+ )
110
 
111
+ with gr.Row():
112
+ original_prompt = gr.Textbox(
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+ label="Your Original Prompt",
114
+ placeholder="Describe your idea here...",
115
+ lines=3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
116
  )
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+ enhance_button = gr.Button("Enhance Prompt")
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+
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+ enhanced_prompt_box = gr.Textbox(
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+ label="Enhanced Prompt (Editable)",
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+ placeholder="The enhanced prompt will appear here...",
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+ lines=3
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  )
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+
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+ enhance_button.click(fn=enhance_prompt, inputs=original_prompt, outputs=enhanced_prompt_box)
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+
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+ gr.Markdown("### Step 2: Image Generation\n"
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+ "Review and modify the enhanced prompt if necessary. Once you're ready, click **Generate Image** to create your image.")
129
+
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+ generate_button = gr.Button("Generate Image")
131
+ image_output = gr.Image(label="Generated Image")
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+
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+ generate_button.click(fn=generate_image, inputs=enhanced_prompt_box, outputs=image_output)
134
 
135
+ if __name__ == "__main__":
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+ demo.launch(share=True)