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Create app.py

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  1. app.py +19 -0
app.py ADDED
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+ #import model class and tokenizer
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+ from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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+
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+ #import model class and tokenizer
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+ from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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+
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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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+
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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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+
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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()