Akeb0n0 commited on
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4c61620
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1 Parent(s): 171f16a

Update app.py

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  1. app.py +0 -13
app.py CHANGED
@@ -1,17 +1,6 @@
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  import streamlit as st
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  import torch
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  from transformers import AutoModelForSequenceClassification, AutoTokenizer
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- from PIL import Image
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- import requests
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- from io import BytesIO
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-
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-
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- @st.cache_data
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- def load_header_image():
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- response = requests.get(
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- "https://upload.wikimedia.org/wikipedia/commons/thumb/b/bc/ArXiv_logo_2022.svg/512px-ArXiv_logo_2022.svg.png"
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- )
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- return Image.open(BytesIO(response.content))
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  @st.cache_resource
@@ -57,8 +46,6 @@ def predict(title, abstract, model, tokenizer, idx_to_category, threshold=0.95):
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  def main():
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  model, tokenizer, idx_to_category = load_model()
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- header_img = load_header_image()
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-
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  st.set_page_config(page_title="arXiv Classifier", layout="wide")
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  col1, col2 = st.columns([1, 4])
 
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  import streamlit as st
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  import torch
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  from transformers import AutoModelForSequenceClassification, AutoTokenizer
 
 
 
 
 
 
 
 
 
 
 
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  @st.cache_resource
 
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  def main():
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  model, tokenizer, idx_to_category = load_model()
 
 
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  st.set_page_config(page_title="arXiv Classifier", layout="wide")
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  col1, col2 = st.columns([1, 4])