Update pages/GPT.py
Browse files- 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.
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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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@@ -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')
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@@ -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:
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