AriusXi commited on
Commit
ea79937
·
1 Parent(s): 9a3dff5

Update app.py

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Files changed (1) hide show
  1. app.py +10 -11
app.py CHANGED
@@ -4,17 +4,16 @@ import gradio as grad
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  text2text_tkn= T5Tokenizer.from_pretrained("t5-small")
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  mdl = T5ForConditionalGeneration.from_pretrained("t5-small")
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- def text2text_deductible(sentence1,sentence2):
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- inp1 = "rte sentence1: "+sentence1
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- inp2 = "sentence2: "+sentence2
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- combined_inp=inp1+" "+inp2
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- enc = text2text_tkn(combined_inp, return_tensors="pt")
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- tokens = mdl.generate(**enc)
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- response=text2text_tkn.batch_decode(tokens)
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- return response
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  sent1=grad.Textbox(lines=1, label="Sentence1", placeholder="Text in English")
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  sent2=grad.Textbox(lines=1, label="Sentence2", placeholder="Text in English")
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-
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- out=grad.Textbox(lines=1, label="Whether sentence2 is deductible from sentence1")
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- grad.Interface(text2text_deductible, inputs=[sent1,sent2], outputs=out).launch()
 
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  text2text_tkn= T5Tokenizer.from_pretrained("t5-small")
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  mdl = T5ForConditionalGeneration.from_pretrained("t5-small")
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+ def text2text_paraphrase(sentence1,sentence2):
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+ inp1 = "mrpc sentence1: "+sentence1
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+ inp2 = "sentence2: "+sentence2
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+ combined_inp=inp1+" "+inp2
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+ enc = text2text_tkn(combined_inp, return_tensors="pt")
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+ tokens = mdl.generate(**enc)
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+ response=text2text_tkn.batch_decode(tokens)
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+ return response
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  sent1=grad.Textbox(lines=1, label="Sentence1", placeholder="Text in English")
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  sent2=grad.Textbox(lines=1, label="Sentence2", placeholder="Text in English")
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+ out=grad.Textbox(lines=1, label="Whether the sentence is acceptable or not")
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+ grad.Interface(text2text_paraphrase, inputs=[sent1,sent2], outputs=out).launch()