Jr0hamza commited on
Commit
f48ddf6
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1 Parent(s): 296c465

Update app.py

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Files changed (1) hide show
  1. app.py +9 -2
app.py CHANGED
@@ -5,10 +5,17 @@ from transformers import pipeline
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  model_name = "Jr0hamza/sentiment-analysis-model"
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  sentiment_pipeline = pipeline("text-classification", model=model_name)
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  # Function to predict sentiment
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  def predict_sentiment(text):
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- result = sentiment_pipeline(text)
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- return result[0]["label"]
 
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  # Gradio Interface
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  interface = gr.Interface(
 
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  model_name = "Jr0hamza/sentiment-analysis-model"
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  sentiment_pipeline = pipeline("text-classification", model=model_name)
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+ # Define custom label mapping
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+ label_map = {
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+ "LABEL_0": "negative",
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+ "LABEL_1": "positive"
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+ }
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+
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  # Function to predict sentiment
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  def predict_sentiment(text):
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+ result = sentiment_pipeline(text)[0]
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+ label = label_map.get(result["label"], "unknown") # Convert label
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+ return f"Sentiment: {label} (Confidence: {result['score']:.2f})"
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  # Gradio Interface
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  interface = gr.Interface(