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Update app.py
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app.py
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import torch
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import transformers
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# Load the checkpoint file into a PyTorch model
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model = YourModelClass()
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state_dict = torch.load('souleater-diffusion.ckpt')
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model.load_state_dict(state_dict)
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# Register the model with Hugging Face
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model_name = "DeadfoxX/souleater-diffusion"
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model_id = transformers.Model.upload(model_name, "souleater-diffusion.pth")
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print(f"Model uploaded with ID: {model_id}")
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import gradio as gr
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import sys
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import random
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import paddlehub as hub
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language_translation_model = hub.Module(directory=f'./baidu_translate')
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def getTextTrans(text, source='zh', target='en'):
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try:
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text_translation = language_translation_model.translate(text, source, target)
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return text_translation
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except Exception as e:
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return text
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model_ids = {
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"models/DeadfoxX/Souleater_Diffusion":"sd-v1-0",
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}
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tab_actions = []
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tab_titles = []
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for model_id in model_ids.keys():
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print(model_id, model_ids[model_id])
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try:
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tab = gr.Interface.load(model_id)
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tab_actions.append(tab)
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tab_titles.append(model_ids[model_id])
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except:
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pass
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def infer(prompt):
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prompt = getTextTrans(prompt, source='zh', target='en') + f',{random.randint(0,sys.maxsize)}'
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return prompt
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start_work = """async() => {
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function isMobile() {
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try {
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document.createEvent("TouchEvent"); return true;
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} catch(e) {
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return false;
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}
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}
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function getClientHeight()
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{
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var clientHeight=0;
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if(document.body.clientHeight&&document.documentElement.clientHeight) {
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var clientHeight = (document.body.clientHeight<document.documentElement.clientHeight)?document.body.clientHeight:document.documentElement.clientHeight;
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} else {
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var clientHeight = (document.body.clientHeight>document.documentElement.clientHeight)?document.body.clientHeight:document.documentElement.clientHeight;
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}
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return clientHeight;
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}
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function setNativeValue(element, value) {
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const valueSetter = Object.getOwnPropertyDescriptor(element.__proto__, 'value').set;
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const prototype = Object.getPrototypeOf(element);
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const prototypeValueSetter = Object.getOwnPropertyDescriptor(prototype, 'value').set;
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if (valueSetter && valueSetter !== prototypeValueSetter) {
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prototypeValueSetter.call(element, value);
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} else {
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valueSetter.call(element, value);
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}
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}
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var gradioEl = document.querySelector('body > gradio-app').shadowRoot;
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if (!gradioEl) {
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gradioEl = document.querySelector('body > gradio-app');
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}
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if (typeof window['gradioEl'] === 'undefined') {
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window['gradioEl'] = gradioEl;
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tabitems = window['gradioEl'].querySelectorAll('.tabitem');
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for (var i = 0; i < tabitems.length; i++) {
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tabitems[i].childNodes[0].children[0].style.display='none';
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tabitems[i].childNodes[0].children[1].children[0].style.display='none';
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tabitems[i].childNodes[0].children[1].children[1].children[0].children[1].style.display="none";
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}
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tab_demo = window['gradioEl'].querySelectorAll('#tab_demo')[0];
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tab_demo.style.display = "block";
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tab_demo.setAttribute('style', 'height: 100%;');
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const page1 = window['gradioEl'].querySelectorAll('#page_1')[0];
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const page2 = window['gradioEl'].querySelectorAll('#page_2')[0];
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page1.style.display = "none";
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page2.style.display = "block";
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window['prevPrompt'] = '';
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window['doCheckPrompt'] = 0;
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window['checkPrompt'] = function checkPrompt() {
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try {
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texts = window['gradioEl'].querySelectorAll('textarea');
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text0 = texts[0];
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text1 = texts[1];
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if (window['doCheckPrompt'] == 0 && window['prevPrompt'] !== text1.value) {
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window['doCheckPrompt'] = 1;
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window['prevPrompt'] = text1.value;
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for (var i = 2; i < texts.length; i++) {
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setNativeValue(texts[i], text1.value);
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texts[i].dispatchEvent(new Event('input', { bubbles: true }));
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}
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setTimeout(function() {
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//text1 = window['gradioEl'].querySelectorAll('textarea')[1];
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btns = window['gradioEl'].querySelectorAll('button');
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for (var i = 0; i < btns.length; i++) {
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if (btns[i].innerText == 'Submit') {
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//btns[i].focus();
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btns[i].click();
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}
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}
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window['doCheckPrompt'] = 0;
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}, 10);
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}
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} catch(e) {
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}
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}
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window['checkPrompt_interval'] = window.setInterval("window.checkPrompt()", 100);
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}
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return false;
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}"""
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with gr.Blocks(title='Text to Image') as demo:
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with gr.Group(elem_id="page_1", visible=True) as page_1:
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with gr.Box():
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with gr.Row():
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start_button = gr.Button("Let's GO!", elem_id="start-btn", visible=True)
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start_button.click(fn=None, inputs=[], outputs=[], _js=start_work)
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with gr.Group(elem_id="page_2", visible=False) as page_2:
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with gr.Row(elem_id="prompt_row"):
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prompt_input0 = gr.Textbox(lines=4, label="prompt")
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prompt_input1 = gr.Textbox(lines=4, label="prompt", visible=True)
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with gr.Row():
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submit_btn = gr.Button(value = "submit",elem_id="erase-btn").style(
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margin=True,
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rounded=(True, True, True, True),
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)
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with gr.Row(elem_id='tab_demo', visible=True).style(height=5):
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tab_demo = gr.TabbedInterface(tab_actions, tab_titles)
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submit_btn.click(fn=infer, inputs=[prompt_input0], outputs=[prompt_input1])
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if __name__ == "__main__":
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demo.launch()
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