NadiaHassan commited on
Commit
019f0da
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1 Parent(s): a937e46

Create app.py

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  1. app.py +14 -0
app.py ADDED
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+ from transformers import GPT2LMHeadModel,GPT2Tokenizer
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+ import gradio as grad
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+
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+ mdl = GPT2LMHeadModel.from_pretrained('gpt2')
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+ gpt2_tkn=GPT2Tokenizer.from_pretrained('gpt2')
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+
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+ def generate(starting_text):
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+ tkn_ids = gpt2_tkn.encode(starting_text, return_tensors = 'pt')
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+ gpt2_tensors = mdl.generate(tkn_ids)
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+ response = gpt2_tensors
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+ return response
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+ txt=grad.Textbox(lines=1, label="English", placeholder="English Text here")
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+ out=grad.Textbox(lines=1, label="Generated Tensors")
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+ grad.Interface(generate, inputs=txt, outputs=out).launch()