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nathanrish
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f5ec556
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Parent(s):
7d93212
modified app.py
Browse files
app.py
CHANGED
@@ -1,38 +1,3 @@
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import gradio as gr
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from transformers import pipeline
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import random
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text_to_image_pipeline = pipeline("text-to-image", model="models/Shakker-Labs/FLUX.1-dev-LoRA-add-details")
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def generate_image(prompt, cfg_scale, steps, width, height, randomize_seed, seed_value, lora_scale):
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# Randomize seed if checkbox is checked
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if randomize_seed:
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seed_value = random.randint(0, 10000)
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# Use the model to generate an image based on the input parameters
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# Here we assume `text_to_image_pipeline` can accept these parameters
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return text_to_image_pipeline(prompt, cfg_scale=cfg_scale, steps=steps, width=width, height=height, seed=seed_value, lora_scale=lora_scale)
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# Define the Gradio interface
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interface = gr.Interface(
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fn=generate_image,
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inputs=[
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gr.Textbox(label="Enter your text prompt"),
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gr.Slider(minimum=0, maximum=100, step=0.1, default=7.5, label="CFG Scale"),
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gr.Slider(minimum=1, maximum=100, step=1, default=25, label="Steps"),
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gr.Slider(minimum=64, maximum=1024, step=8, default=512, label="Width"),
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gr.Slider(minimum=64, maximum=1024, step=8, default=512, label="Height"),
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gr.Checkbox(label="Randomize Seed"),
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gr.Slider(minimum=0, maximum=10000, step=1, default=1234, label="Seed"),
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gr.Slider(minimum=0, maximum=10, step=0.1, default=1.0, label="Lora Scale")
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],
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outputs=gr.Image(label="Generated Image"),
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title="Advanced Text-to-Image Generation",
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description="Enter a text prompt and adjust the settings to generate an image.",
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theme="dark",
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layout="vertical"
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)
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# Launch the interface
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interface.launch()
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import gradio as gr
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gr.load("models/Shakker-Labs/FLUX.1-dev-LoRA-add-details").launch()
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