| 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 = 10 |
| 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('') |
| return models_load[model_str](f'{prompt} {noise}') |
|
|
|
|
|
|
| with gr.Blocks() as demo: |
| with gr.Tab('The Dream'): |
| txt_input = gr.Textbox(label = 'Your prompt:', lines=4).style(container=False,min_width=1200) |
| gen_button = gr.Button('Generate up to 6 images in up to 3 minutes total') |
| stop_button = gr.Button('Stop', variant = 'secondary', interactive = False) |
| gen_button.click(lambda s: gr.update(interactive = True), None, stop_button) |
| gr.HTML( |
| """ |
| <div style="text-align: center; max-width: 1200px; margin: 0 auto;"> |
| <div> |
| <body> |
| <div class="center"><p style="margin-bottom: 10px; color: #000000;">Scroll down to see more images and select models.</p> |
| </div> |
| </body> |
| </div> |
| </div> |
| """ |
| ) |
| with gr.Row(): |
| output = [gr.Image(label = m, min_width=480) for m in default_models] |
| current_models = [gr.Textbox(m, visible = False) for m in default_models] |
| |
| for m, o in zip(current_models, output): |
| gen_event = gen_button.click(gen_fn, [m, txt_input], o) |
| stop_button.click(lambda s: gr.update(interactive = False), None, stop_button, cancels = [gen_event]) |
| with gr.Accordion('Model selection'): |
| model_choice = gr.CheckboxGroup(models, label = f'Choose up to {num_models} different models from the 800 available!', value = default_models, multiselect = True, max_choices = num_models, interactive = True, filterable = False) |
| model_choice.change(update_imgbox, model_choice, output) |
| model_choice.change(extend_choices, model_choice, current_models) |
| with gr.Row(): |
| gr.HTML( |
| """ |
| <div class="footer"> |
| <p> Based on the <a href="https://huggingface.co/spaces/derwahnsinn/TestGen">TestGen</a> Space by derwahnsinn, the <a href="https://huggingface.co/spaces/RdnUser77/SpacIO_v1">SpacIO</a> Space by RdnUser77 and Omnibus's Maximum Multiplier! |
| </p> |
| """ |
| ) |
|
|
| demo.queue(concurrency_count = 200) |
| demo.launch() |
