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Update app.py
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app.py
CHANGED
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@@ -9,14 +9,14 @@ import torch
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MODEL_NAME = "runwayml/stable-diffusion-v1-5"
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OUTPUT_DIR = "/content/stable_diffusion_weights/custom_model"
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def fine_tune(instance_prompt, image1, image2
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instance_data_dir = "/content/instance_images"
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if os.path.exists(instance_data_dir):
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shutil.rmtree(instance_data_dir)
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os.makedirs(instance_data_dir, exist_ok=True)
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image1.save(os.path.join(instance_data_dir, "instance_0.png"))
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if image2:
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image2.save(os.path.join(instance_data_dir, "instance_1.png"))
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fine_tune_model(instance_data_dir, instance_prompt, MODEL_NAME, OUTPUT_DIR)
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@@ -42,7 +42,7 @@ def gradio_app():
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with gr.Column():
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instance_prompt = gr.Textbox(label="Instance Prompt")
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image1 = gr.Image(label="Upload Image 1", type="pil")
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image2 = gr.Image(label="Upload Image 2 (Optional)", type="pil"
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fine_tune_button = gr.Button("Fine-Tune Model")
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output_text = gr.Textbox(label="Output")
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fine_tune_button.click(fine_tune, inputs=[instance_prompt, image1, image2], outputs=output_text)
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MODEL_NAME = "runwayml/stable-diffusion-v1-5"
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OUTPUT_DIR = "/content/stable_diffusion_weights/custom_model"
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def fine_tune(instance_prompt, image1, image2):
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instance_data_dir = "/content/instance_images"
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if os.path.exists(instance_data_dir):
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shutil.rmtree(instance_data_dir)
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os.makedirs(instance_data_dir, exist_ok=True)
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image1.save(os.path.join(instance_data_dir, "instance_0.png"))
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if image2 is not None:
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image2.save(os.path.join(instance_data_dir, "instance_1.png"))
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fine_tune_model(instance_data_dir, instance_prompt, MODEL_NAME, OUTPUT_DIR)
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with gr.Column():
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instance_prompt = gr.Textbox(label="Instance Prompt")
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image1 = gr.Image(label="Upload Image 1", type="pil")
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image2 = gr.Image(label="Upload Image 2 (Optional)", type="pil")
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fine_tune_button = gr.Button("Fine-Tune Model")
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output_text = gr.Textbox(label="Output")
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fine_tune_button.click(fine_tune, inputs=[instance_prompt, image1, image2], outputs=output_text)
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