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index.html
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</section>
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<section class="section">
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<div class="container content">
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<h2 class="title is-3">📊 Results</h2>
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<ul>
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<li><strong>✔️ Accuracy:</strong> Spearman’s ρ > 0.87 with human ground truth</li>
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<li><strong>📈 Downstream LLM Training:</strong>
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<ul>
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<li>+7.2% benchmark performance improvement</li>
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<li>+4.8% token retention vs. FineWeb2 heuristic filter</li>
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<li>Effective threshold strategies: 0.6 and 0.7 quantile</li>
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</ul>
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</li>
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<li><strong>⚡ Annotation Speed:</strong> ~11,000 docs/min (A100 GPU, avg. 690 tokens)</li>
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</ul>
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<section class="section">
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<div class="container content">
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</section>
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<section class="section">
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<div class="container content">
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<h2 class="title is-3">📁 Available Artifacts</h2>
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</p>
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</div>
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</section>
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<section class="section">
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<div class="container content">
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</div>
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</section>
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<section class="section">
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<div class="container content">
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<h2 class="title is-3">📊 Results</h2>
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<ul>
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<li><strong>✔️ Accuracy:</strong> Spearman’s ρ > 0.87 with human ground truth</li>
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<li><strong>📈 Downstream LLM Training:</strong>
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<ul>
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<li>+7.2% benchmark performance improvement</li>
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<li>+4.8% token retention vs. FineWeb2 heuristic filter</li>
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<li>Effective threshold strategies: 0.6 and 0.7 quantile</li>
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</ul>
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</li>
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<li><strong>⚡ Annotation Speed:</strong> ~11,000 docs/min (A100 GPU, avg. 690 tokens)</li>
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</ul>
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</div>
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</section>
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<section class="section">
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<div class="container content">
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<h2 class="title is-3">📁 Available Artifacts</h2>
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