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Browse files- all_models.py +11 -0
- app.py +74 -0
all_models.py
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models = [
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'xey/sldr_flux_nsfw_v2-studio',
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'pimpilikipilapi1/fltax',
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'falanaja/Amateur-Photography',
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'seawolf2357/hanbok',
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'pimpilikipilapi1/bj',
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'burhansyam/difarina',
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'burhansyam/lalawidy',
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'burhansyam/davina',
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'burhansyam/bulsut',
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]
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app.py
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import os
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import gradio as gr
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from random import randint
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from all_models import models
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css_code = os.getenv("DazDinGo_CSS")
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def load_fn(models):
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global models_load
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models_load = {}
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for model in models:
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if model not in models_load.keys():
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try:
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m = gr.load(f'models/{model}')
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except Exception as error:
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m = gr.Interface(lambda txt: None, ['text'], ['image'])
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models_load.update({model: m})
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load_fn(models)
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num_models = len(models)
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default_models = models[:num_models]
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def extend_choices(choices):
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return choices + (num_models - len(choices)) * ['NA']
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def update_imgbox(choices):
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choices_plus = extend_choices(choices)
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return [gr.Image(None, label=m, visible=(m != 'NA'), elem_id="custom_image") for m in choices_plus]
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def gen_fn(model_str, prompt):
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if model_str == 'NA':
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return None
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noise = str(randint(0, 99999999))
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return models_load[model_str](f'{prompt} {noise}')
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def make_me():
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with gr.Row():
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with gr.Column(scale=4):
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txt_input = gr.Textbox(label='Your prompt:', lines=4, container=False, elem_id="custom_textbox", placeholder="Prompt", height=250)
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with gr.Column(scale=1):
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gen_button = gr.Button('Generate images', elem_id="custom_gen_button")
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stop_button = gr.Button('Stop', variant='secondary', interactive=False, elem_id="custom_stop_button")
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def on_generate_click():
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return gr.Button('Generate images', elem_id="custom_gen_button"), gr.Button('Stop', variant='secondary', interactive=True, elem_id="custom_stop_button")
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def on_stop_click():
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return gr.Button('Generate images', elem_id="custom_gen_button"), gr.Button('Stop', variant='secondary', interactive=False, elem_id="custom_stop_button")
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gen_button.click(on_generate_click, inputs=None, outputs=[gen_button, stop_button])
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stop_button.click(on_stop_click, inputs=None, outputs=[gen_button, stop_button])
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with gr.Row():
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output = [gr.Image(label=m, width=512, max_height=768, elem_id="custom_image", show_label=True, interactive=False, show_share_button=False) for m in default_models]
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current_models = [gr.Textbox(m, visible=False) for m in default_models]
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for m, o in zip(current_models, output):
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gen_event = gen_button.click(gen_fn, [m, txt_input], o)
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stop_button.click(on_stop_click, inputs=None, outputs=[gen_button, stop_button], cancels=[gen_event])
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with gr.Accordion('Model selection', elem_id="custom_accordion"):
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model_choice = gr.CheckboxGroup(models, label=f'{num_models} different models selected', value=default_models, interactive=True, elem_id="custom_checkbox_group")
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model_choice.change(update_imgbox, model_choice, output)
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model_choice.change(extend_choices, model_choice, current_models)
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with gr.Row():
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gr.HTML("")
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with gr.Blocks(css=css_code) as demo:
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make_me()
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demo.queue(concurrency_count=50)
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demo.launch()
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