Commit
a11557a
1 Parent(s): bc8ca0c

update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -7
app.py CHANGED
@@ -23,10 +23,7 @@ def predict(sentence1, sentence2):
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  label_probs = {labels[i]: float(scores[i]) for i in range(len(labels))}
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- return {
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- "Similarity Score": similarity_score.item(),
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- "Label Probabilities": label_probs
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- }
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  # Define inputs and outputs for Gradio interface
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  inputs = [
@@ -48,10 +45,10 @@ examples = [
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  gr.Interface(
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  fn=predict,
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  title="Arabic Sentence Similarity and NLI Classification",
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- description="Compute the semantic similarity and classify the relationship between two Arabic sentences using a SentenceTransformer model.",
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  inputs=inputs,
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  examples=examples,
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  outputs=outputs,
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  cache_examples=False,
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- article="OMER NACAR. Model from Hugging Face Hub: Omartificial-Intelligence-Space/Arabic-Nli-Matryoshka",
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- ).launch(debug=True)
 
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  label_probs = {labels[i]: float(scores[i]) for i in range(len(labels))}
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+ return similarity_score.item(), label_probs
 
 
 
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  # Define inputs and outputs for Gradio interface
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  inputs = [
 
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  gr.Interface(
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  fn=predict,
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  title="Arabic Sentence Similarity and NLI Classification",
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+ description="Compute the semantic similarity and classify the relationship between two Arabic sentences using an Arabic Matryoshka Embedding model.",
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  inputs=inputs,
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  examples=examples,
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  outputs=outputs,
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  cache_examples=False,
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+ article="Author: OMER NACAR. Model from Hugging Face Hub: Omartificial-Intelligence-Space/Arabic-Nli-Matryoshka",
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+ ).launch(debug=True, share=True)