import gradio as gr from random import randint from all_models import models def load_fn(models): global models_load models_load = {} for model in models: if model not in models_load.keys(): try: m = gr.load(f'models/{model}') except Exception as error: m = gr.Interface(lambda txt: None, ['text'], ['image']) models_load.update({model: m}) load_fn(models) num_models = 1 default_models = models[:num_models] def extend_choices(choices): return choices + (num_models - len(choices)) * ['NA'] def update_imgbox(choices): choices_plus = extend_choices(choices) return [gr.Image(None, label = m, visible = (m != 'NA')) for m in choices_plus] def gen_fn(model_str, prompt): if model_str == 'NA': return None noise = str('') #str(randint(0, 99999999999)) return models_load[model_str](f'{prompt} {noise}') def gen_fnsix(model_str, prompt): if model_str == 'NA': return None noisesix = str(randint(1941, 2023)) #str(randint(0, 99999999999)) return models_load[model_str](f'{prompt} {noisesix}') with gr.Blocks() as demo: gr.HTML( """

""" ) with gr.Tab('One Image'): model_choice = gr.Dropdown(models, label = 'Choose a model from the 688 available!', value = models[0], filterable = False) txt_input = gr.Textbox(label = 'Your prompt:') max_imagesone = 1 num_imagesone = gr.Slider(1, max_imagesone, value = max_imagesone, step = 1, label = 'Nobody gets to see this label so I can put here whatever I want!', visible = False) gen_button = gr.Button('Generate') stop_button = gr.Button('Stop', variant = 'secondary', interactive = False) gen_button.click(lambda s: gr.update(interactive = True), None, stop_button) with gr.Row(): output = [gr.Image(label = '') for _ in range(max_imagesone)] for i, o in enumerate(output): img_in = gr.Number(i, visible = False) num_imagesone.change(lambda i, n: gr.update(visible = (i < n)), [img_in, num_imagesone], o, show_progress = False) gen_event = gen_button.click(lambda i, n, m, t: gen_fn(m, t) if (i < n) else None, [img_in, num_imagesone, model_choice, txt_input], o) stop_button.click(lambda s: gr.update(interactive = False), None, stop_button, cancels = [gen_event]) with gr.Row(): gr.HTML( """

Based on the TestGen Space by derwahnsinn, the SpacIO Space by RdnUser77, Omnibus's Maximum Multiplier, Diffusion60XX and Toy World!

""" ) with gr.Tab('Up To Six'): model_choice2 = gr.Dropdown(models, label = 'Choose a model from the 688 available!', value = models[0], filterable = False) txt_input2 = gr.Textbox(label = 'Your prompt:') max_images = 6 num_images = gr.Slider(1, max_images, value = max_images, step = 1, label = 'Number of images (decrease them slowly until they match the boxes below)') gen_button2 = gr.Button('Generate up to 6 images in up to 3 minutes total') stop_button2 = gr.Button('Stop', variant = 'secondary', interactive = False) gen_button2.click(lambda s: gr.update(interactive = True), None, stop_button2) gr.HTML( """

Scroll down to see more images (they generate in a random order).

""" ) with gr.Column(): output2 = [gr.Image(label = '') for _ in range(max_images)] for i, o in enumerate(output2): img_i = gr.Number(i, visible = False) num_images.change(lambda i, n: gr.update(visible = (i < n)), [img_i, num_images], o, show_progress = False) gen_event2 = gen_button2.click(lambda i, n, m, t: gen_fnsix(m, t) if (i < n) else None, [img_i, num_images, model_choice2, txt_input2], o) stop_button2.click(lambda s: gr.update(interactive = False), None, stop_button2, cancels = [gen_event2]) with gr.Row(): gr.HTML( """

Based on the TestGen Space by derwahnsinn, the SpacIO Space by RdnUser77, Omnibus's Maximum Multiplier, Diffusion60XX and Toy World!

""" ) demo.queue(concurrency_count = 200) demo.launch()