mlkorra commited on
Commit
9316bdf
·
1 Parent(s): c6e39b5

update app

Browse files
Files changed (1) hide show
  1. app.py +5 -4
app.py CHANGED
@@ -5,6 +5,7 @@ import pandas as pd
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  import streamlit as st
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  from transformers import AutoModelForSequenceClassification,AutoTokenizer,pipeline
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  from transformers_interpret import SequenceClassificationExplainer
 
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  @st.cache
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  def visualize(text):
@@ -14,10 +15,10 @@ def visualize(text):
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  tokenizer = AutoTokenizer.from_pretrained(checkpoint)
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  model = AutoModelForSequenceClassification.from_pretrained(checkpoint)
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- cls_explainer = SequenceClassificationExplainer(model,tokenizer)
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- word_attributions = cls_explainer(masked_text)
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- cls_explainer.visualize('visualize.html')
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-
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  @st.cache
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  def load_model(text):
 
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  import streamlit as st
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  from transformers import AutoModelForSequenceClassification,AutoTokenizer,pipeline
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  from transformers_interpret import SequenceClassificationExplainer
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+ import streamlit.components.v1 as components # Import Streamlit
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  @st.cache
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  def visualize(text):
 
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  tokenizer = AutoTokenizer.from_pretrained(checkpoint)
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  model = AutoModelForSequenceClassification.from_pretrained(checkpoint)
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+ cls_explainer = SequenceClassificationExplainer(model,tokenizer)
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+ word_attributions = cls_explainer(masked_text)
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+ cls_explainer.visualize('visualize.html')
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+ components.html('visualize.html')
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  @st.cache
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  def load_model(text):