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app.py
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from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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import gradio as grad
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chat_tkn = BlenderbotTokenizer.from_pretrained("facebook/blenderbot-400M-distill")
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mdl = BlenderbotForConditionalGeneration.from_pretrained("facebook/blenderbot-400M-distill")
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def chat():
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for step in range(5):
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tkn_ids = chat_tkn(input(">> User:") + chat_tkn.eos_token, return_tensors='pt')
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# bot responds
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chat_ids = mdl.generate(**tkn_ids)
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# print bot response
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response= "Alicia: {}".format(chat_tkn.decode(chat_ids[0], skip_special_tokens=True)))
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return response
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out=grad.Textbox(lines=20, label="dialog", placeholder="start conversation")
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grad.Interface(chat, outputs=out).launch()
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