Update index.html
Browse files- index.html +17 -18
index.html
CHANGED
|
@@ -36,24 +36,6 @@
|
|
| 36 |
</p>
|
| 37 |
</div>
|
| 38 |
</section>
|
| 39 |
-
|
| 40 |
-
<section class="section">
|
| 41 |
-
<div class="container content">
|
| 42 |
-
<h2 class="title is-3">📊 Results</h2>
|
| 43 |
-
<ul>
|
| 44 |
-
<li><strong>✔️ Accuracy:</strong> Spearman’s ρ > 0.87 with human ground truth</li>
|
| 45 |
-
<li><strong>📈 Downstream LLM Training:</strong>
|
| 46 |
-
<ul>
|
| 47 |
-
<li>+7.2% benchmark performance improvement</li>
|
| 48 |
-
<li>+4.8% token retention vs. FineWeb2 heuristic filter</li>
|
| 49 |
-
<li>Effective threshold strategies: 0.6 and 0.7 quantile</li>
|
| 50 |
-
</ul>
|
| 51 |
-
</li>
|
| 52 |
-
<li><strong>⚡ Annotation Speed:</strong> ~11,000 docs/min (A100 GPU, avg. 690 tokens)</li>
|
| 53 |
-
</ul>
|
| 54 |
-
</div>
|
| 55 |
-
</section>
|
| 56 |
-
|
| 57 |
|
| 58 |
<section class="section">
|
| 59 |
<div class="container content">
|
|
@@ -72,6 +54,23 @@
|
|
| 72 |
</div>
|
| 73 |
</section>
|
| 74 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 75 |
<section class="section">
|
| 76 |
<div class="container content">
|
| 77 |
<h2 class="title is-3">📁 Available Artifacts</h2>
|
|
|
|
| 36 |
</p>
|
| 37 |
</div>
|
| 38 |
</section>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 39 |
|
| 40 |
<section class="section">
|
| 41 |
<div class="container content">
|
|
|
|
| 54 |
</div>
|
| 55 |
</section>
|
| 56 |
|
| 57 |
+
<section class="section">
|
| 58 |
+
<div class="container content">
|
| 59 |
+
<h2 class="title is-3">📊 Results</h2>
|
| 60 |
+
<ul>
|
| 61 |
+
<li><strong>✔️ Accuracy:</strong> Spearman’s ρ > 0.87 with human ground truth</li>
|
| 62 |
+
<li><strong>📈 Downstream LLM Training:</strong>
|
| 63 |
+
<ul>
|
| 64 |
+
<li>+7.2% benchmark performance improvement</li>
|
| 65 |
+
<li>+4.8% token retention vs. FineWeb2 heuristic filter</li>
|
| 66 |
+
<li>Effective threshold strategies: 0.6 and 0.7 quantile</li>
|
| 67 |
+
</ul>
|
| 68 |
+
</li>
|
| 69 |
+
<li><strong>⚡ Annotation Speed:</strong> ~11,000 docs/min (A100 GPU, avg. 690 tokens)</li>
|
| 70 |
+
</ul>
|
| 71 |
+
</div>
|
| 72 |
+
</section>
|
| 73 |
+
|
| 74 |
<section class="section">
|
| 75 |
<div class="container content">
|
| 76 |
<h2 class="title is-3">📁 Available Artifacts</h2>
|