Update pages/GPT.py
Browse files- pages/GPT.py +3 -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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@@ -46,13 +46,14 @@ max_len = st.slider('Length of sequence', 0, 500, 250)
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print(max_len)
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temp = st.slider('Temperature', 1, 30, 1)
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print(temp)
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if st.button('Generate a random number of sequences'):
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num_generate = random.randint(1,5)
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st.write(f'Number of sequences: {num_generate}')
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else:
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num_generate = st.text_input("Enter number of sequences")
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if
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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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for i in result:
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import random
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import textwrap
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+
@st.cache_data
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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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print(max_len)
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temp = st.slider('Temperature', 1, 30, 1)
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print(temp)
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+
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if st.button('Generate a random number of sequences'):
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num_generate = random.randint(1,5)
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st.write(f'Number of sequences: {num_generate}')
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else:
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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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for i in result:
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