Maryam-1 commited on
Commit
a837fe7
·
1 Parent(s): 292d77d

update app.py

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Files changed (1) hide show
  1. app.py +1 -20
app.py CHANGED
@@ -1,22 +1,3 @@
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- # app.py
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  import gradio as gr
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- from transformers import DistilBertTokenizer, DistilBertForSequenceClassification
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- model_name = "distilbert-base-uncased"
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- tokenizer = DistilBertTokenizer.from_pretrained(model_name)
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- model = DistilBertForSequenceClassification.from_pretrained(model_name)
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-
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- def predict_sentiment(text):
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- # Tokenize and predict
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- inputs = tokenizer(text, return_tensors="pt")
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- outputs = model(**inputs)
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- logits = outputs.logits
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- predicted_class = logits.argmax().item()
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-
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- # Return the predicted class
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- return {"positive": logits[0][1].item(), "negative": logits[0][0].item()}
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-
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- iface = gr.Interface(
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- fn=predict_sentiment,
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- inputs=gr.Textbox(),
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- outputs="label",
 
 
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  import gradio as gr
 
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+ gr.Interface.load("models/SamLowe/roberta-base-go_emotions").launch()