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chore: add pre-amble

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  # On-Device LLM Throughput Calculator
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  A Gradio web application that helps visualize LLM throughput on memory-bandwidth-constrained devices.
 
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+ ---
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+ title: On-Device LLM Throughput Calculator
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+ emoji: 🚀
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+ colorFrom: pink
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+ colorTo: blue
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+ sdk: gradio
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+ sdk_version: 4.36.0
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+ app_file: src/app.py
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+ pinned: false
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+ license: mit
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+ ---
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  # On-Device LLM Throughput Calculator
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  A Gradio web application that helps visualize LLM throughput on memory-bandwidth-constrained devices.