Spaces:
Running
on
Zero
Running
on
Zero
John Leo
commited on
Commit
•
36fda04
1
Parent(s):
cc51d2f
Added dark mode and image size change option
Browse files
app.py
CHANGED
@@ -9,28 +9,61 @@ pipe = StableDiffusionXLPipeline.from_pretrained(model_id, torch_dtype=torch.flo
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pipe = pipe.to("cuda")
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@spaces.GPU()
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def text_to_image(prompt, negative_prompt, steps, guidance_scale, add_4k_masterpiece, progress=gr.Progress(track_tqdm=True)):
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if add_4k_masterpiece:
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prompt += ", 4k, (masterpiece)"
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image = pipe(prompt, negative_prompt=negative_prompt, num_inference_steps=steps, guidance_scale=guidance_scale).images[0]
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return image
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duplicate_button = gr.DuplicateButton(value="Duplicate Space for private use", elem_id="duplicate-button")
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pipe = pipe.to("cuda")
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@spaces.GPU()
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def text_to_image(prompt, negative_prompt, steps, guidance_scale, add_4k_masterpiece, width, height, progress=gr.Progress(track_tqdm=True)):
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if add_4k_masterpiece:
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prompt += ", 4k, (masterpiece)"
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image = pipe(prompt, negative_prompt=negative_prompt, num_inference_steps=steps, guidance_scale=guidance_scale, width=width, height=height).images[0]
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return image
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duplicate_button = gr.DuplicateButton(value="Duplicate Space for private use", elem_id="duplicate-button")
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def set_aspect_ratio(ratio):
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ratios = {
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"1:1": (1024, 1024),
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"4:3": (1366, 1024),
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"16:9": (1920, 1080),
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"3:2": (2048, 1365),
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"5:4": (1280, 1024)
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}
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return ratios[ratio]
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def update_aspect_ratio(ratio, width_slider, height_slider):
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width, height = set_aspect_ratio(ratio)
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width_slider.update(value=width)
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height_slider.update(value=height)
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with gr.Blocks() as gradio_interface:
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gr.Markdown("## Stable Diffusion XL Interface")
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dark_mode = gr.Checkbox(label="Dark Mode")
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with gr.Row():
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prompt = gr.Textbox(label="Prompt", lines=2, placeholder="Enter your prompt here...")
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negative_prompt = gr.Textbox(label="Negative Prompt", lines=2, placeholder="What to exclude from the image...")
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with gr.Row():
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steps = gr.Slider(minimum=1, maximum=65, value=50, label="Steps", step=1)
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guidance_scale = gr.Slider(minimum=1, maximum=20, value=7.5, label="Guidance Scale", step=0.1)
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add_4k_masterpiece = gr.Checkbox(label="Add recommended prompt items (4k, masterpiece)", value=False)
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with gr.Row():
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width = gr.Slider(minimum=0, maximum=2048, value=1024, label="Width", step=1)
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height = gr.Slider(minimum=0, maximum=2048, value=1024, label="Height", step=1)
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aspect_ratio = gr.Dropdown(label="Aspect Ratio", choices=["1:1", "4:3", "16:9", "3:2", "5:4"])
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aspect_ratio.change(update_aspect_ratio, inputs=[aspect_ratio, width, height], outputs=[width, height])
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generate_button = gr.Button("Generate Image")
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output_image = gr.Image(type="pil", show_download_button=True)
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generate_button.click(
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fn=text_to_image,
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inputs=[prompt, negative_prompt, steps, guidance_scale, add_4k_masterpiece, width, height],
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outputs=output_image
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)
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if dark_mode:
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gradio_interface.theme = gr.themes.Dark()
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gradio_interface.launch()
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