IvaElen commited on
Commit
05bcca6
·
1 Parent(s): 781f1f2

Update pages/GPT.py

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Files changed (1) hide show
  1. pages/GPT.py +5 -2
pages/GPT.py CHANGED
@@ -5,7 +5,7 @@ import transformers
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  import random
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  import textwrap
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- @st.cache_resource
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  def load_model():
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  model_finetuned = transformers.AutoModelWithLMHead.from_pretrained(
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  'tinkoff-ai/ruDialoGPT-small',
@@ -33,6 +33,7 @@ def predict_sentiment(model, prompt, temp, num_generate):
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  no_repeat_ngram_size=3,
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  num_return_sequences=num_generate,
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  ).cpu().numpy()
 
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  return result
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  st.title('Text generation with dreambook')
@@ -44,8 +45,10 @@ max_len = st.slider('Length of sequence', 0, 500, 250)
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  temp = st.slider('Temperature', 1, 30, 1)
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  num_generate = st.text_input("Enter number of sequences")
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- if st.button('Generate') and num_generate and text_input:
 
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  prompt = preprocess_text(text_input, tokenizer)
 
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  result = predict_sentiment(model, prompt, temp, int(num_generate))
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  st.write('Hello')
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  for i in result:
 
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  import random
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  import textwrap
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+ @st.cache
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  def load_model():
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  model_finetuned = transformers.AutoModelWithLMHead.from_pretrained(
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  'tinkoff-ai/ruDialoGPT-small',
 
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  no_repeat_ngram_size=3,
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  num_return_sequences=num_generate,
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  ).cpu().numpy()
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+ print(result)
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  return result
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  st.title('Text generation with dreambook')
 
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  temp = st.slider('Temperature', 1, 30, 1)
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  num_generate = st.text_input("Enter number of sequences")
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+ if st.button('Generate'):# and num_generate and text_input:
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+ st.write('Hello')
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  prompt = preprocess_text(text_input, tokenizer)
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+ st.write('Hello')
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  result = predict_sentiment(model, prompt, temp, int(num_generate))
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  st.write('Hello')
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  for i in result: