app.py

import gradio as gr
import os
import sys
from pathlib import Path

models = [
    {"name": "Anything Midjourney 4.1", "url": "Joeythemonster/anything-midjourney-v-4-1"},
    {"name": "Chaos and Order", "url": "Guizmus/SDArt_ChaosAndOrder768"},
    {"name": "Comic Diffusion", "url": "ogkalu/Comic-Diffusion"},
    {"name": "Cosmic Horros 768", "url": "Guizmus/SDArt_cosmichorrors768"},
    {"name": "Cosmic Horros", "url": "Guizmus/SDArt_cosmichorrors"},
    {"name": "DGSpitzer", "url": "DGSpitzer/DGSpitzer-Art-Diffusion"},
    {"name": "Dungeons and Diffusion", "url": "0xJustin/Dungeons-and-Diffusion"},
    {"name": "Elden Ring", "url": "nitrosocke/elden-ring-diffusion"},
    {"name": "Epic Diffusion 1.1", "url": "johnslegers/epic-diffusion-v1.1"},
    {"name": "Epic Diffusion", "url": "johnslegers/epic-diffusion"},
    {"name": "EpicMix Realism", "url": "Duskfallcrew/EpicMix_Realism"},
    {"name": "Fantasy Mix", "url": "theintuitiveye/FantasyMix"},
    {"name": "Girl New 1", "url": "Fred99774/girlnew1"},
    {"name": "Lit 6B", "url": "hakurei/lit-6B"},
    {"name": "Luna Diffusion", "url": "proximasanfinetuning/luna-diffusion"},
    {"name": "Midjourney 4.0", "url": "flax/midjourney-v4-diffusion"},
    {"name": "Midjourney 4.1", "url": "Joeythemonster/anything-midjourney-v-4-1"},
    {"name": "Mo-Di Diffusion", "url": "nitrosocke/mo-di-diffusion"},
    {"name": "Nitro Diffusion", "url": "nitrosocke/Nitro-Diffusion"},
    {"name": "Openjourney V2", "url": "prompthero/openjourney-v2"},
    {"name": "Openjourney", "url": "prompthero/openjourney"},
    {"name": "Seek Art Mega", "url": "coreco/seek.art_MEGA"},
    {"name": "Something", "url": "Guizmus/SDArt_something"},
    {"name": "Spider Verse diffusion", "url": "nitrosocke/spider-verse-diffusion"},
    {"name": "Vintedois 1.0", "url": "22h/vintedois-diffusion-v0-1"},
    {"name": "Vintedois 2.0", "url": "22h/vintedois-diffusion-v0-2"},
    {"name": "❤ ART STYLES ==========", "url": "joachimsallstrom/Double-Exposure-Diffusion"},
    {"name": "Balloon Art", "url": "Fictiverse/Stable_Diffusion_BalloonArt_Model"},
    {"name": "Double Exposure Diffusion", "url": "joachimsallstrom/Double-Exposure-Diffusion"},
    {"name": "Fluid Art", "url": "Fictiverse/Stable_Diffusion_FluidArt_Model"},
    {"name": "GTA5 Artwork Diffusion", "url": "ItsJayQz/GTA5_Artwork_Diffusion"},
    {"name": "Marvel WhatIf Diffusion", "url": "ItsJayQz/Marvel_WhatIf_Diffusion"},
    {"name": "Naruto Diffuser", "url": "lambdalabs/sd-naruto-diffusers"},
    {"name": "Papercut", "url": "Fictiverse/Stable_Diffusion_PaperCut_Model"},
    {"name": "Pokemon Diffuser", "url": "lambdalabs/sd-pokemon-diffusers"},
    {"name": "Synthwave Punk 2", "url": "ItsJayQz/SynthwavePunk-v2"},
    {"name": "Valorant Diffusion", "url": "ItsJayQz/Valorant_Diffusion"},
    {"name": "Van Gogh Diffusion", "url": "dallinmackay/Van-Gogh-diffusion"},
    {"name": "Vectorartz Diffusion", "url": "coder119/Vectorartz_Diffusion"},
    {"name": "VoxelArt", "url": "Fictiverse/Stable_Diffusion_VoxelArt_Model"},
]

current_model = models[0]

text_gen = gr.Interface.load("spaces/Omnibus/MagicPrompt-Stable-Diffusion_link")

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(label=f"{current_model['name']}")


def send_it(inputs, model_choice):
    proc = models2[model_choice]
    return proc(inputs)


css = """"""

with gr.Blocks(css=css) as myface:
    gr.HTML(

    )

    with gr.Row():
        with gr.Row():
            input_text = gr.Textbox(label="Prompt idea", 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.Tab("Main"):
        with gr.Row():
            output1 = gr.Image(label=f"{current_model['name']}")
            output2 = gr.Image(label=f"{current_model['name']}")
            output3 = gr.Image(label=f"{current_model['name']}")
            output4 = gr.Image(label=f"{current_model['name']}")
        with gr.Row():
            magic1 = gr.Textbox(lines=4)
            magic2 = gr.Textbox(lines=4)
            magic3 = gr.Textbox(lines=4)
            magic4 = gr.Textbox(lines=4)

        with gr.Row():
            output5 = gr.Image(label=f"{current_model['name']}")
            output6 = gr.Image(label=f"{current_model['name']}")
            output7 = gr.Image(label=f"{current_model['name']}")
            output8 = gr.Image(label=f"{current_model['name']}")
        with gr.Row():
            magic5 = gr.Textbox(lines=4)
            magic6 = gr.Textbox(lines=4)
            magic7 = gr.Textbox(lines=4)
            magic8 = gr.Textbox(lines=4)

    model_name1.change(set_model, inputs=model_name1, outputs=[output1, output2, output3, output4, output5, output6, output7, output8])

    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])
    run.click(send_it, inputs=[magic7, model_name1], outputs=[output7])
    run.click(send_it, inputs=[magic8, model_name1], outputs=[output8])

    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])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic7])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic8])

myface.queue(concurrency_count=200)
myface.launch(inline=True, show_api=False, max_threads=400)