Create app.py
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app.py
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#import model class and tokenizer
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from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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#import model class and tokenizer
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from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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#download and setup the model and tokenizer
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model_name = 'facebook/blenderbot-400M-distill'
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tokenizer = BlenderbotTokenizer.from_pretrained(model_name)
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model = BlenderbotForConditionalGeneration.from_pretrained(model_name)
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def func (message):
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inputs = tokenizer(message, return_tensors="pt")
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result = model.generate(**inputs)
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return tokenizer.decode(result[0])
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import gradio as gr
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app = gr.Interface(fn=func, inputs="textbox", outputs="textbox", title="Conversation Bot")
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app.launch()
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