mlkorra
commited on
Commit
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9316bdf
1
Parent(s):
c6e39b5
update app
Browse files
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):
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@@ -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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@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):
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