Kingston Yip commited on
Commit
0147eeb
1 Parent(s): 60d7ec1
Files changed (1) hide show
  1. app.py +3 -4
app.py CHANGED
@@ -1,7 +1,6 @@
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  import streamlit as st
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- from transformers import pipeline
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- from pysentimiento import create_analyzer
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- from transformers import AutoTokenizer, TFAutoModelForSequenceClassification
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  st.title("Toxic Tweets Analyzer")
@@ -13,7 +12,7 @@ st.image(image, use_column_width=True)
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  model_name = st.selectbox("Select model", ["distilbert-base-uncased-finetuned-sst-2-english", "finiteautomata/bertweet-base-sentiment-analysis"])
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  tokenizer = AutoTokenizer.from_pretrained(model_name)
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  model = TFAutoModelForSequenceClassification.from_pretrained(model_name)
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- clf = pipeline("sentiment-analysis", model=model, tokenizer=tokenizer)
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  #form
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  with st.form("my_form"):
 
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  import streamlit as st
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+ import torch
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+ from transformers import AutoTokenizer, TFAutoModelForSequenceClassification, pipeline
 
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  st.title("Toxic Tweets Analyzer")
 
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  model_name = st.selectbox("Select model", ["distilbert-base-uncased-finetuned-sst-2-english", "finiteautomata/bertweet-base-sentiment-analysis"])
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  tokenizer = AutoTokenizer.from_pretrained(model_name)
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  model = TFAutoModelForSequenceClassification.from_pretrained(model_name)
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+ clf = pipeline("sentiment-analysis", model=model, tokenizer=tokenizer, framework="pt")
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  #form
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  with st.form("my_form"):