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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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# Load model (dont really know what this is doing under the hood)
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generator = pipeline('text-generation', model='pere/norwegian-gpt2-social')
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# Create function that outputs generated text
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def complete_prompt(prompt):
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output = generator(prompt, max_length=30, num_return_sequences=5)
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return "\n \n".join([l['generated_text'] for l in output])
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demo = gr.Interface(fn=complete_prompt, inputs="text", outputs="text", examples=["Hvor var du når oddvar","god dag mann, "])
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with gr.Blocks() as demo:
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gr.Markdown(
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"""
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# Hello AI Academy!
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Ive made a very simple sentence completion app based on the norwegian-gpt2-social model on huggingface made by the user pere.
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It is trained on wikipedia, twitter, some news corpus, reddit and even VG debatt(!!), so prepare to be morally shocked by its results (I take no responsibility).
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""")
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gr.Interface(fn=complete_prompt, inputs="text", outputs="text", examples=["Hvor var du når oddvar","god dag mann, ", "moderatoren er", "svensker", "The worst thing about norway"])
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if __name__ == "__main__":
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demo.launch()
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