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  1. app.py +2 -1
app.py CHANGED
@@ -24,7 +24,8 @@ MAX_INPUT_TOKEN_LENGTH = int(os.getenv("MAX_INPUT_TOKEN_LENGTH", "4096"))
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  DESCRIPTION = """
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  <h1>Llama-2 7B Chat with Uncertainty Probes</h1>
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- <p>This Space demonstrates the Llama-2-7b-chat model with a semantic uncertainty probe. This demo is based on our paper: <a href="https://arxiv.org/abs/2406.15927" target="_blank">"Semantic Uncertainty and Accuracy Probes for Language Models"</a> by Jannik Kossen*, Jiatong Han*, Muhammed Razzak*, Lisa Schut, Shreshth Malik and Yarin Gal.</p>
 
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  <p>The highlighted text shows the model's uncertainty in real-time:</p>
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  <ul>
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  <li><span style="background-color: #00FF00; color: black">Green</span> indicates more certain generations</li>
 
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  DESCRIPTION = """
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  <h1>Llama-2 7B Chat with Uncertainty Probes</h1>
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+ <p>This Space demonstrates the Llama-2-7b-chat model with a semantic uncertainty probe.</p>
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+ <p>This demo is based on our paper: <a href="https://arxiv.org/abs/2406.15927" target="_blank">"Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs"</a> by Jannik Kossen*, Jiatong Han*, Muhammed Razzak*, Lisa Schut, Shreshth Malik and Yarin Gal.</p>
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  <p>The highlighted text shows the model's uncertainty in real-time:</p>
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  <ul>
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  <li><span style="background-color: #00FF00; color: black">Green</span> indicates more certain generations</li>