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import gradio as gr |
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import os |
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import sys |
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from pathlib import Path |
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import random |
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import string |
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import time |
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from queue import Queue |
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from threading import Thread |
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text_gen=gr.Interface.load("spaces/Omnibus/MagicPrompt-Stable-Diffusion") |
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def get_prompts(prompt_text): |
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return text_gen(prompt_text) |
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proc1=gr.Interface.load("models/dreamlike-art/dreamlike-diffusion-1.0") |
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def restart_script_periodically(): |
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while True: |
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time.sleep(600) |
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os.execl(sys.executable, sys.executable, *sys.argv) |
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restart_thread = Thread(target=restart_script_periodically, daemon=True) |
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restart_thread.start() |
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queue = Queue() |
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queue_threshold = 100 |
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def add_random_noise(prompt, noise_level=0.07): |
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if noise_level == 0: |
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noise_level = 0.07 |
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percentage_noise = noise_level * 5 |
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num_noise_chars = int(len(prompt) * (percentage_noise/100)) |
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noise_indices = random.sample(range(len(prompt)), num_noise_chars) |
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prompt_list = list(prompt) |
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noise_chars = string.ascii_letters + string.punctuation + ' ' |
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for index in noise_indices: |
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prompt_list[index] = random.choice(noise_chars) |
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return "".join(prompt_list) |
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def send_it1(inputs, noise_level, proc1=proc1): |
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prompt_with_noise = add_random_noise(inputs, noise_level) |
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while queue.qsize() >= queue_threshold: |
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time.sleep(2) |
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queue.put(prompt_with_noise) |
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output1 = proc1(prompt_with_noise) |
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return output1 |
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def send_it2(inputs, noise_level, proc1=proc1): |
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prompt_with_noise = add_random_noise(inputs, noise_level) |
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while queue.qsize() >= queue_threshold: |
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time.sleep(2) |
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queue.put(prompt_with_noise) |
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output2 = proc1(prompt_with_noise) |
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return output2 |
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css = ''' |
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#col-container {max-width: 800px; margin-left: auto; margin-right: auto;} |
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a { |
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color: inherit; |
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text-decoration: underline; |
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} |
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''' |
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with gr.Blocks(css=css) as demo: |
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gr.HTML( |
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""" |
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<div style="text-align: center; max-width: 650px; margin: 0 auto;"> |
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<div> |
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<h1 style="font-weight: 900; font-size: 3rem; margin-bottom:20px;"> |
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Dreamlike Diffusion 1.0 |
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</h1> |
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</div> |
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<p style="margin-bottom: 10px; font-size: 96%"> |
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Noise Level: Controls how much randomness is added to the input before it is sent to the model. Higher noise level produces more diverse outputs, while lower noise level produces similar outputs, |
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<a href="https://twitter.com/DavidJohnstonxx/">created by Phenomenon1981</a>. |
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</p> |
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<p style="margin-bottom: 10px; font-size: 98%"> |
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❤️ Press the Like Button if you enjoy my space! ❤️</a>. |
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</p> |
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</div> |
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""" |
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) |
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with gr.Column(elem_id="col-container"): |
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with gr.Row(variant="compact"): |
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input_text = gr.Textbox( |
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label="Short Prompt", |
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show_label=False, |
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max_lines=2, |
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placeholder="Enter a basic idea and click 'Magic Prompt'", |
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).style( |
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container=False, |
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) |
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see_prompts = gr.Button("✨ Magic Prompt ✨").style(full_width=False) |
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with gr.Row(variant="compact"): |
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prompt = gr.Textbox( |
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label="Enter your prompt", |
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show_label=False, |
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max_lines=2, |
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placeholder="Full Prompt", |
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).style( |
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container=False, |
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) |
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run = gr.Button("Generate Images").style(full_width=False) |
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with gr.Row(): |
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with gr.Row(): |
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noise_level = gr.Slider(minimum=0.1, maximum=3, step=0.1, label="Noise Level") |
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with gr.Row(): |
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with gr.Row(): |
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output1=gr.Image(label="Dreamlike-photoreal-2.0",show_label=False) |
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output2=gr.Image(label="Dreamlike-photoreal-2.0",show_label=False) |
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run.click(send_it1, inputs=[prompt, noise_level], outputs=[output1]) |
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run.click(send_it2, inputs=[prompt, noise_level], outputs=[output2]) |
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see_prompts.click(get_prompts, inputs=[input_text], outputs=[prompt]) |
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with gr.Row(): |
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gr.HTML( |
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""" |
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<div class="footer" style="margin-bottom: 45px; margin-top: 15px; text-align: center; border-bottom: 1px solid #e5e5e5;"> |
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<p style="font-size: .8rem; display: inline-block; padding: 0 10px; transform: translateY(10px); background: #0b0f19;"> Demo for <a href="https://huggingface.co/dreamlike-art/dreamlike-diffusion-1.0">Dreamlike Diffusion 1.0</a> Stable Diffusion model |
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</p> |
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</div> |
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<div class="acknowledgments" style="margin: 1.25em 0 .25em 0; font-size: 115%;"> |
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<p style="margin: 1.25em 0 .25em 0; font-size: 115%;"> Unleash your creative side and generate mesmerizing images with just a few clicks! Enter a spark of inspiration in the "Basic Idea" text box and click the "Magic Prompt" button to elevate it to a polished masterpiece. Make any final tweaks in the "Full Prompt" box and hit the "Generate Images" button to watch your vision come to life. Experiment with the "Noise Level" for a diverse range of outputs, from similar to wildly unique. Let the fun begin! |
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</p> |
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</div> |
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""" |
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) |
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demo.queue(concurrency_count=8) |
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demo.launch(enable_queue=True, inline=True) |