58 lines
2.0 KiB
Python
58 lines
2.0 KiB
Python
import gradio as gr
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from transformers import pipeline, set_seed
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import random, re
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from gradio.themes.utils import sizes
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theme = gr.themes.Default(radius_size=sizes.radius_none).set(
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block_label_text_color = '#4D63FF',
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block_title_text_color = '#4D63FF',
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button_primary_text_color = '#4D63FF',
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button_primary_background_fill='#FFFFFF',
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button_primary_border_color='#4D63FF',
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button_primary_background_fill_hover='#EDEFFF',
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)
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gpt2_pipe = pipeline('text-generation', model='Gustavosta/MagicPrompt-Stable-Diffusion', tokenizer='gpt2')
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def generate_prompt(text):
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seed = random.randint(100, 1000000)
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set_seed(seed)
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response = gpt2_pipe(text, max_length=(len(text) + random.randint(60, 90)), num_return_sequences=4)
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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 != text and len(resp) > (len(text) + 4) and resp.endswith((":", "-", "—")) is False:
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response_list.append(resp+'\n')
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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 gr.Blocks(theme=theme, css="footer {visibility: hidden}") as demo:
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gr.Markdown("""
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<div align='center' ><font size='60'>prompt生成</font></div>
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""")
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with gr.Row():
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with gr.Column():
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box1 = gr.Textbox(label="文本")
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with gr.Row():
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button = gr.Button("提交", variant="primary")
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clear = gr.Button("清除", variant="primary")
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box2 = gr.Textbox(label="文本")
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button.click(fn=generate_prompt, inputs=box1, outputs=box2)
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clear.click(lambda x: gr.update(value=''), [], [box1])
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examples = gr.Examples(examples=[["A new hours out of fiend"], ["Third compendium of prague"]], inputs=[box1], label="例子")
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if __name__ == "__main__":
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demo.queue(concurrency_count=3)
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demo.launch(server_name = "0.0.0.0")
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