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import os
import gradio as gr
models = [
"models/stabilityai/stable-diffusion-xl-base-0.9",
"models/stabilityai/stable-diffusion-2-1",
"models/stabilityai/stable-diffusion-xl-refiner-0.9",
"models/stabilityai/stable-diffusion-2-1-base",
"models/stabilityai/stable-diffusion-2",
"models/stabilityai/stable-diffusion-2-inpainting",
"models/stabilityai/stable-diffusion-x4-upscaler",
"models/stabilityai/stable-diffusion-2-depth",
"models/stabilityai/stable-diffusion-2-base",
"models/stabilityai/stable-diffusion-2-1-unclip",
"models/helenai/stabilityai-stable-diffusion-2-1-base-ov",
"models/helenai/stabilityai-stable-diffusion-2-1-ov",
"models/stabilityai/stable-diffusion-2-1-unclip-small"
]
def generate_image(model_name, input_text):
model = gr.Interface.load(model_name, api_key=os.getenv("HUGGINGFACE_API_KEY"))
output_image = model.process(input_text)
return output_image
model_dropdown = gr.inputs.Dropdown(models, label="Select Model")
input_text = gr.inputs.Textbox(lines=5, label="Input Text")
output_image = gr.outputs.Image(label="Output Image")
def change_model(model_name):
global interface
interface.close()
interface = gr.Interface(generate_image, inputs=[model_name, input_text], outputs=output_image)
interface.launch()
interface = gr.Interface(generate_image, inputs=[model_dropdown, input_text], outputs=output_image, capture_session=True)
change_model_button = gr.Interface.load("models/stabilityai/stable-diffusion-2", capture_session=True).launch()
interface.launch()
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