42 lines
1.5 KiB
Python
42 lines
1.5 KiB
Python
import gradio as gr
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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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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tokenizer = AutoTokenizer.from_pretrained("merve/chatgpt-prompts-bart-long")
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model = AutoModelForSeq2SeqLM.from_pretrained("merve/chatgpt-prompts-bart-long", from_tf=True)
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def generate(prompt):
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batch = tokenizer(prompt, return_tensors="pt")
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generated_ids = model.generate(batch["input_ids"], max_new_tokens=150)
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output = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)
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return output[0]
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with gr.Blocks(theme=theme, css="footer {visibility: hidden}") as demo:
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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, inputs=box1, outputs=box2)
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clear.click(lambda x: gr.update(value=''), [], [box1])
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examples = gr.Examples(examples=[["photographer"], ["developer"]], inputs=[box1], label="例子")
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if __name__ == "__main__":
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demo.queue(concurrency_count=3).launch(server_name = "0.0.0.0", server_port = 7020)
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