import gradio as gr import os import sys from pathlib import Path models = [ {"name": "Future Diffusion", "url": "nitrosocke/Future-Diffusion"}, {"name": "JWST Deep Space Diffusion", "url": "dallinmackay/JWST-Deep-Space-diffusion"}, {"name": "Robo Diffusion 3 Base", "url": "nousr/robo-diffusion-2-base"}, {"name": "Robo Diffusion", "url": "nousr/robo-diffusion"}, {"name": "Tron Legacy Diffusion", "url": "dallinmackay/Tron-Legacy-diffusion"}, ] current_model = models[0] text_gen = gr.Interface.load("spaces/daspartho/prompt-extend") models2 = [] for model in models: model_url = f"models/{model['url']}" loaded_model = gr.Interface.load(model_url, live=True, preprocess=True) models2.append(loaded_model) def text_it(inputs, text_gen=text_gen): return text_gen(inputs) def set_model(current_model_index): global current_model current_model = models[current_model_index] return gr.update(value=f"{current_model['name']}") def send_it(inputs, model_choice): proc = models2[model_choice] return proc(inputs) with gr.Blocks() as myface: gr.HTML( ) with gr.Row(): with gr.Row(): input_text = gr.Textbox(label="Prompt idea", placeholder="", lines=1) # Model selection dropdown model_name1 = gr.Dropdown( label="Choose Model", choices=[m["name"] for m in models], type="index", value=current_model["name"], interactive=True, ) with gr.Row(): see_prompts = gr.Button("Generate Prompts") run = gr.Button("Generate Images", variant="primary") with gr.Row(): output1 = gr.Image(label="") output2 = gr.Image(label="") output3 = gr.Image(label="") with gr.Row(): magic1 = gr.Textbox(label="Generated Prompt", lines=2) magic2 = gr.Textbox(label="Generated Prompt", lines=2) magic3 = gr.Textbox(label="Generated Prompt", lines=2) with gr.Row(): output4 = gr.Image(label="") output5 = gr.Image(label="") output6 = gr.Image(label="") with gr.Row(): magic4 = gr.Textbox(label="Generated Prompt", lines=2) magic5 = gr.Textbox(label="Generated Prompt", lines=2) magic6 = gr.Textbox(label="Generated Prompt", lines=2) model_name1.change(set_model, inputs=model_name1, outputs=[output1, output2, output3, output4, output5, output6]) run.click(send_it, inputs=[magic1, model_name1], outputs=[output1]) run.click(send_it, inputs=[magic2, model_name1], outputs=[output2]) run.click(send_it, inputs=[magic3, model_name1], outputs=[output3]) run.click(send_it, inputs=[magic4, model_name1], outputs=[output4]) run.click(send_it, inputs=[magic5, model_name1], outputs=[output5]) run.click(send_it, inputs=[magic6, model_name1], outputs=[output6]) see_prompts.click(text_it, inputs=[input_text], outputs=[magic1]) see_prompts.click(text_it, inputs=[input_text], outputs=[magic2]) see_prompts.click(text_it, inputs=[input_text], outputs=[magic3]) see_prompts.click(text_it, inputs=[input_text], outputs=[magic4]) see_prompts.click(text_it, inputs=[input_text], outputs=[magic5]) see_prompts.click(text_it, inputs=[input_text], outputs=[magic6]) myface.queue(concurrency_count=200) myface.launch(inline=True, show_api=False, max_threads=400)