Spaces:
Running
on
Zero
Running
on
Zero
Commit
Β·
cb1ecf3
1
Parent(s):
00c5352
update
Browse files
app.py
CHANGED
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@@ -857,7 +857,12 @@ with gr.Blocks(theme=theme, css=custom_css) as demo:
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gr.Markdown("""
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<div style="font-size: 18px;">
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AttnTrace is an efficient context traceback method for long contexts (e.g., full papers). It is over 15Γ faster than the state-of-the-art context traceback method TracLLM. Compared to previous attention-based approaches, AttnTrace is more accurate, reliable, and memory-efficient.
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- π prompt injection instructions that manipulate LLM-generated paper reviews.
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- π» malicious comment & code hiding in the codebase that misleads the AI coding assistant.
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gr.Markdown("""
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<div style="font-size: 18px;">
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AttnTrace is an efficient context traceback method for long contexts (e.g., full papers). It is over 15Γ faster than the state-of-the-art context traceback method TracLLM. Compared to previous attention-based approaches, AttnTrace is more accurate, reliable, and memory-efficient.
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""", elem_classes="feature-highlights")
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# Feature highlights
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gr.Markdown("""
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<div style="font-size: 18px;">
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AttnTrace can be used in many real-world applications, such as tracing back to:
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- π prompt injection instructions that manipulate LLM-generated paper reviews.
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- π» malicious comment & code hiding in the codebase that misleads the AI coding assistant.
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