erfan226 commited on
Commit
f5649ba
1 Parent(s): 5c4684b
Files changed (1) hide show
  1. app.py +5 -5
app.py CHANGED
@@ -10,16 +10,16 @@ model = AutoModel.from_pretrained(model_path)
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  tokenizer = AutoTokenizer.from_pretrained(model_path)
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  pipe = pipeline(task='text2text-generation', model=model, tokenizer=tokenizer)
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- def paraphrase(text):
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  for j in range(3):
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- out = pipe(text, encoder_no_repeat_ngram_size=4, do_sample=True, num_beams=5, max_length=128)[0]['generated_text']
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  print("Paraphrase:", out)
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- link = st.text_area('Paste your link here...', "من با دوستام میرم بازی", height=50)
 
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  min_length = st.sidebar.slider('حداقل طول جمله', min_value=10, max_value=100, value=50, step=10)
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  max_length = st.sidebar.slider('حداکثر طول طول جمله', min_value=30, max_value=700, value=100, step=10)
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- num_beams = st.sidebar.slider('طول Beam', min_value=1, max_value=10, value=5, step=1)
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- out = paraphrase(link)
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  st.write(out)
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  # x = st.slider('Select a value')
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  # st.write(x, 'squared is', x * x)
 
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  tokenizer = AutoTokenizer.from_pretrained(model_path)
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  pipe = pipeline(task='text2text-generation', model=model, tokenizer=tokenizer)
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+ def paraphrase(text, min_len, max_len=128, n_beams=5):
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  for j in range(3):
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+ out = pipe(text, encoder_no_repeat_ngram_size=4, do_sample=True, num_beams=n_beams, max_length=max_len)[0]['generated_text']
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  print("Paraphrase:", out)
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+ text = st.text_area('Paste your link here...', "من با دوستام میرم بازی", height=50)
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+ num_beams = st.sidebar.slider('طول Beam', min_value=1, max_value=10, value=5, step=1)
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  min_length = st.sidebar.slider('حداقل طول جمله', min_value=10, max_value=100, value=50, step=10)
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  max_length = st.sidebar.slider('حداکثر طول طول جمله', min_value=30, max_value=700, value=100, step=10)
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+ out = paraphrase(text, num_beams, min_length, max_length)
 
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  st.write(out)
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  # x = st.slider('Select a value')
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  # st.write(x, 'squared is', x * x)