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Update index.html

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  1. index.html +17 -18
index.html CHANGED
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  </p>
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  </div>
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  </section>
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-
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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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-
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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">📁 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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+
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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>