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Update app.py
#3
by abhishekmamdapure - opened
app.py
CHANGED
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@@ -5,7 +5,20 @@ model = BioGptForCausalLM.from_pretrained("microsoft/biogpt")
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tokenizer = BioGptTokenizer.from_pretrained("microsoft/biogpt")
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generator = pipeline('text-generation', model=model, tokenizer=tokenizer)
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set_seed(42)
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def predict(text):
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return generator(text, max_length=
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interface.launch()
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tokenizer = BioGptTokenizer.from_pretrained("microsoft/biogpt")
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generator = pipeline('text-generation', model=model, tokenizer=tokenizer)
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set_seed(42)
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def predict(text):
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return generator(text, max_length=100, num_return_sequences=5, do_sample=True)
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txt1 = gr.Textbox(
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label="Input",
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lines=5,
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)
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txt2 = gr.Textbox(
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label="Output",
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lines=20,
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)
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interface = gr.Interface(fn=predict, inputs=txt1, outputs=txt2 title="Biogpt", description="Biogpt")
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interface.launch()
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