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Runtime error
bentrevett
commited on
Commit
•
33f47d9
1
Parent(s):
b5a8c50
improved ux when pipe is loading
Browse files
app.py
CHANGED
@@ -3,7 +3,7 @@ import transformers
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import matplotlib.pyplot as plt
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@st.cache(allow_output_mutation=True)
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def get_pipe():
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model_name = "joeddav/distilbert-base-uncased-go-emotions-student"
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model = transformers.AutoModelForSequenceClassification.from_pretrained(model_name)
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@@ -21,12 +21,12 @@ st.set_page_config(page_title="Emotion Prediction")
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st.title("Emotion Prediction")
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st.write("Type text into the text box and then press 'Predict' to get the predicted emotion.")
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with st.spinner("Loading model..."):
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pipe = get_pipe()
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text = st.text_area('Enter text here:')
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submit = st.button('Predict')
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if (submit and len(text.strip()) > 0) or len(text.strip()) > 0:
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prediction = pipe(text)[0]
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import matplotlib.pyplot as plt
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@st.cache(allow_output_mutation=True, show_spinner=False)
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def get_pipe():
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model_name = "joeddav/distilbert-base-uncased-go-emotions-student"
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model = transformers.AutoModelForSequenceClassification.from_pretrained(model_name)
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st.title("Emotion Prediction")
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st.write("Type text into the text box and then press 'Predict' to get the predicted emotion.")
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text = st.text_area('Enter text here:')
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submit = st.button('Predict')
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with st.spinner("Loading model..."):
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pipe = get_pipe()
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if (submit and len(text.strip()) > 0) or len(text.strip()) > 0:
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prediction = pipe(text)[0]
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