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90928a3
1
Parent(s):
bc10bbd
use loading spinner while downloading datasets
Browse files
app.py
CHANGED
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import streamlit as st
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from transformers import pipeline
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from datasets import load_dataset
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# load the dataset and
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# use the patent number, abstract and claim columns for UI
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# widget for selecting our finetuned langugae model
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language_model_path = "juliaannjose/finetuned_model"
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# pass the model to transformers pipeline - model selection component.
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classifier_model = pipeline(model=language_model_path)
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import streamlit as st
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from transformers import pipeline
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from datasets import load_dataset
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# load the dataset and
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# use the patent number, abstract and claim columns for UI
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with st.spinner("Setting up the app..."):
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dataset_dict = load_dataset(
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"HUPD/hupd",
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name="sample",
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data_files="https://huggingface.co/datasets/HUPD/hupd/blob/main/hupd_metadata_2022-02-22.feather",
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icpr_label=None,
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train_filing_start_date="2016-01-01",
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train_filing_end_date="2016-01-21",
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val_filing_start_date="2016-01-22",
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val_filing_end_date="2016-01-31",
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)
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# widget for selecting our finetuned langugae model
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language_model_path = "juliaannjose/finetuned_model"
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# pass the model to transformers pipeline - model selection component.
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classifier_model = pipeline(model=language_model_path)
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