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from transformers import pipeline, set_seed |
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import gradio as grad, random, re |
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import os |
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import sys |
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gpt2_pipe = pipeline('text-generation', model='Gustavosta/MagicPrompt-Stable-Diffusion', tokenizer='gpt2') |
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def generate(starting_text): |
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with open("ideas.txt", "r") as f: |
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line = f.readlines() |
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seed = random.randint(100, 1000000) |
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set_seed(seed) |
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if starting_text == "": |
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starting_text: str = line[random.randrange(0, len(line))].replace("\n", "").capitalize() |
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starting_text: str = re.sub(r"\.", '', starting_text) |
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response = gpt2_pipe(starting_text, max_length=(len(starting_text) + random.randint(60, 80)), num_return_sequences=1) |
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response_list = [] |
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for x in response: |
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resp = x['generated_text'].strip() |
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if resp != starting_text and len(resp) > (len(starting_text) + 4) and resp.endswith((":", "-", "—")) is False: |
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response_list.append(resp) |
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response_end = "\n".join(response_list) |
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response_end = re.sub('[^ ]+\.[^ ]+','', response_end) |
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response_end = response_end.replace("<", "").replace(">", "") |
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if response_end != "": |
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return response_end |
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with grad.Blocks(css='style.css') as demo: |
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grad.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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The Stable Diffusion Prompt Generator - because your text needs a little more visual spice. |
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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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Ready to see some magic happen? Simply type in your basic idea. Feeling lazy? No problem, just hit the "Magic Prompt" button and it will randomly pull from a list of thousands of ideas for you. |
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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 grad.Column(elem_id="col-container"): |
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with grad.Row(variant="compact"): |
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txt = grad.Textbox( |
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label="Initial Text", |
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show_label=False, |
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max_lines=1, |
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placeholder="Enter a basic idea", |
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).style( |
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container=False, |
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) |
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run = grad.Button("✨ Magic Prompt ✨").style(full_width=False) |
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with grad.Row(variant="compact"): |
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out = grad.Textbox( |
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label="Generated Text", |
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show_label=False, |
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lines=5, |
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).style( |
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container=False, |
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) |
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run.click(generate, inputs=[txt], outputs=[out]) |
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with grad.Row(): |
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grad.HTML( |
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""" |
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<div class="footer"> |
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<p> Powered by <a href="https://huggingface.co/Gustavosta">Gustavosta</a> Stable Diffusion model |
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</p> |
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</div> |
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<div class="acknowledgments" style="font-size: 115%"> |
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<p> Transform your boring ideas into creative masterpieces with just one click! Enter a spark of inspiration and let the "Magic Prompt" button work its magic. |
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</p> |
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</div> |
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""" |
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) |
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fn=generate, |
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run=generate, |
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inputs=txt, |
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outputs=out |
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demo.launch(enable_queue=False, inline=True) |