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app.py
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import gradio as gr
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import transformers
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from transformers import AutoModelWithLMHead, AutoTokenizer, pipeline
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from transformers import GPT2Tokenizer, GPT2Model
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model = GPT2Model.from_pretrained('LorenzoDeMattei/GePpeTto')
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tokenizer = GPT2Tokenizer.from_pretrained(
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'LorenzoDeMattei/GePpeTto',
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)
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text_generator = pipeline("text-generation", model=AutoModelWithLMHead.from_pretrained('azaninello/GPT2-icc'),
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tokenizer='LorenzoDeMattei/GePpeTto',
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do_sample=True,
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max_length=200,
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top_k=50,
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top_p=0.95,
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repetition_penalty=9.5)
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def generator(scrivi_qualcosa = ''):
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result = text_generator(scrivi_qualcosa, max_length=420)
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return shroom_result[0]["generated_text"]
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iface = gr.Interface(fn=generator, inputs="text", outputs="text")
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iface.launch()
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