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edfc428
1
Parent(s):
6ea2993
Add app
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app.py
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import gradio as gr
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from transformers import pipeline
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model = pipeline(model="marksverdhei/t5-base-define")
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model.model.config.max_length = 300
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description = """
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Enter a word and a sentence that uses the word. We then generate a definition
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"""
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def predict(word, example):
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input_text = f"define \"{word}\": {example}"
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output = model(input_text, truncation=True)
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output_text = output[0]["generated_text"]
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return output_text
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gr.Interface(
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fn=predict_from_inputs,
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inputs=["text", "text", "text"],
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outputs=[
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gr.Textbox(label="word"),
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gr.Textbox(label="example sentence using word")
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],
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title="Word definition",
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description=description,
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).launch()
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