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Runtime error
Runtime error
nafisehNik
commited on
Commit
•
6e99ada
1
Parent(s):
64f4b37
add lazy
Browse files- .streamlit/config.toml +6 -0
- app.py +16 -2
.streamlit/config.toml
ADDED
@@ -0,0 +1,6 @@
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[theme]
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primaryColor="#FF8000"
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#backgroundColor="#FFFFFF"
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#secondaryBackgroundColor="#F0F2F6"
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#textColor="#262730"
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#font="sans serif"
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app.py
CHANGED
@@ -5,8 +5,22 @@ from transformers import AutoModelForSeq2SeqLM, MT5Tokenizer
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st.set_page_config(layout="wide", page_title="MT5 Persian Summary")
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# method for summary generation, using the global model and tokenizer
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st.set_page_config(layout="wide", page_title="MT5 Persian Summary")
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# Load model lazily
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@st.cache(allow_output_mutation=True)
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def load_model():
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model = AutoModelForSeq2SeqLM.from_pretrained('nafisehNik/mt5-persian-summary')
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return model
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# Load tokenizer lazily
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@st.cache(allow_output_mutation=True)
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def load_tokenizer():
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tokenizer = MT5Tokenizer.from_pretrained("nafisehNik/mt5-persian-summary")
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return tokenizer
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with st.spinner(text="Please wait while the model is loading...."):
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# cache
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fine = load_model()
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tokenizer = load_tokenizer()
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# method for summary generation, using the global model and tokenizer
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