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Sindhujach217
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update index.html
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‎docs/index.html‎

Lines changed: 119 additions & 86 deletions
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@@ -425,7 +425,7 @@ <h4 class="title is-5" style="border-bottom: 2px solid #333; padding-bottom: 12p
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<div class="container is-max-desktop">
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<h2 class="title is-4 has-text-centered">
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Table 2: Ablation — Effect of label flipping (λ = 100).
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Table 2: Ablation — Effect of Label Flipping
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</h2>
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<div class="table-container">
@@ -436,141 +436,174 @@ <h2 class="title is-4 has-text-centered">
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<tr style="border-top: 2px solid black; border-bottom: 1px solid black;">
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<th class="has-text-left">Model</th>
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<th class="has-text-left">Method</th>
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<th class="has-text-centered">Flip</th>
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<th class="has-text-centered">Fact. ↑</th>
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<th class="has-text-centered">Hal. ↓</th>
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<th class="has-text-centered">Fact.</th>
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<th class="has-text-centered">Win ↑</th>
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</tr>
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</thead>
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<tbody>
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<!-- ================= Gemma-2-9B ================= -->
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<tr style="background-color: #f9f9f9;">
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<td colspan="5" style="font-weight: bold; padding-top: 10px;">
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Gemma-2-9B
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</td>
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<!-- ================= Qwen2.5-14B ================= -->
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<tr style="background-color:#f9f9f9;">
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<td colspan="6" style="font-weight:bold;">Qwen2.5-14B</td>
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</tr>
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<tr>
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<td></td>
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<td>Standard DPO</td>
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<td class="has-text-centered">0.082</td>
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<td class="has-text-centered">8.12</td>
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<td></td><td>Standard DPO</td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">7.90</td>
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<td class="has-text-centered">0.080</td>
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<td class="has-text-centered">—</td>
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</tr>
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<tr style="background-color: #fff6db;">
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<td></td>
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<td><strong>F-DPO</strong> (No Flip)</td>
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<td class="has-text-centered">0.088</td>
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<td class="has-text-centered">8.06</td>
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<td class="has-text-centered">0.49</td>
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<tr style="background-color:#fff6db;">
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<td></td><td>Standard DPO</td><td class="has-text-centered">✓</td>
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<td class="has-text-centered">8.33</td>
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<td class="has-text-centered">0.036</td>
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<td class="has-text-centered">0.65</td>
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</tr>
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<tr style="background-color: #e6f4ea;">
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<td></td>
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<td><strong>F-DPO</strong> (+Flip)</td>
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<td class="has-text-centered"><strong>0.064</strong></td>
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<td class="has-text-centered"><strong>8.31</strong></td>
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<td class="has-text-centered"><strong>0.57</strong></td>
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<tr style="background-color:#fff6db;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">8.49</td>
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<td class="has-text-centered">0.032</td>
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<td class="has-text-centered">0.70</td>
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</tr>
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<tr style="background-color:#e6f4ea;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✓</td>
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<td class="has-text-centered"><strong>8.84</strong></td>
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<td class="has-text-centered"><strong>0.008</strong></td>
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<td class="has-text-centered"><strong>0.78</strong></td>
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</tr>
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<!-- ================= Qwen2.5-14B ================= -->
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<tr style="background-color: #f9f9f9;">
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<td colspan="5" style="font-weight: bold; padding-top: 10px;">
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Qwen2.5-14B
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</td>
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<!-- ================= Qwen3-8B ================= -->
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<tr style="background-color:#f9f9f9;">
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<td colspan="6" style="font-weight:bold;">Qwen3-8B</td>
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</tr>
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<tr>
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<td></td>
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<td>Standard DPO</td>
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<td class="has-text-centered">0.084</td>
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<td class="has-text-centered">7.92</td>
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<td></td><td>Standard DPO</td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">6.14</td>
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<td class="has-text-centered">0.302</td>
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<td class="has-text-centered">—</td>
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</tr>
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<tr style="background-color: #fff6db;">
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<td></td>
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<td><strong>F-DPO</strong> (No Flip)</td>
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<td class="has-text-centered">0.032</td>
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<td class="has-text-centered">8.49</td>
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<td class="has-text-centered">0.70</td>
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<tr style="background-color:#fff6db;">
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<td></td><td>Standard DPO</td><td class="has-text-centered">✓</td>
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<td class="has-text-centered">6.32</td>
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<td class="has-text-centered">0.280</td>
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<td class="has-text-centered">0.53</td>
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</tr>
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<tr style="background-color: #e6f4ea;">
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<td></td>
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<td><strong>F-DPO</strong> (+Flip)</td>
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<td class="has-text-centered"><strong>0.008</strong></td>
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<td class="has-text-centered"><strong>8.84</strong></td>
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<td class="has-text-centered"><strong>0.78</strong></td>
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<tr style="background-color:#fff6db;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">7.14</td>
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<td class="has-text-centered">0.150</td>
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<td class="has-text-centered">0.66</td>
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</tr>
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<tr style="background-color:#e6f4ea;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✓</td>
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<td class="has-text-centered"><strong>7.90</strong></td>
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<td class="has-text-centered"><strong>0.084</strong></td>
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<td class="has-text-centered"><strong>0.70</strong></td>
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</tr>
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<!-- ================= Qwen2-7B ================= -->
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<tr style="background-color:#f9f9f9;">
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<td colspan="6" style="font-weight:bold;">Qwen2-7B</td>
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</tr>
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<tr>
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<td></td><td>Standard DPO</td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">6.50</td>
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<td class="has-text-centered">0.238</td>
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<td class="has-text-centered">—</td>
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</tr>
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<tr style="background-color:#fff6db;">
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<td></td><td>Standard DPO</td><td class="has-text-centered">✓</td>
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<td class="has-text-centered">6.95</td>
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<td class="has-text-centered">0.176</td>
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<td class="has-text-centered">0.62</td>
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</tr>
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<tr style="background-color:#fff6db;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">7.14</td>
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<td class="has-text-centered">0.150</td>
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<td class="has-text-centered">0.66</td>
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</tr>
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<tr style="background-color:#e6f4ea;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✓</td>
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<td class="has-text-centered"><strong>7.60</strong></td>
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<td class="has-text-centered"><strong>0.082</strong></td>
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<td class="has-text-centered"><strong>0.70</strong></td>
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</tr>
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<!-- ================= LLaMA-3-8B ================= -->
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<tr style="background-color: #f9f9f9;">
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<td colspan="5" style="font-weight: bold; padding-top: 10px;">
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LLaMA-3-8B
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</td>
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<tr style="background-color:#f9f9f9;">
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<td colspan="6" style="font-weight:bold;">LLaMA-3-8B</td>
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</tr>
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<tr>
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<td></td>
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<td>Standard DPO</td>
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<td></td><td>Standard DPO</td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">6.00</td>
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<td class="has-text-centered">0.290</td>
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<td class="has-text-centered">6.05</td>
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<td class="has-text-centered">—</td>
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</tr>
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<tr style="background-color: #fff6db;">
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<td></td>
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<td><strong>F-DPO</strong> (No Flip)</td>
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<td class="has-text-centered">0.234</td>
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<tr style="background-color:#fff6db;">
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<td></td><td>Standard DPO</td><td class="has-text-centered">✓</td>
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<td class="has-text-centered">6.35</td>
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<td class="has-text-centered">0.260</td>
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<td class="has-text-centered">0.59</td>
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</tr>
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<tr style="background-color:#fff6db;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">6.50</td>
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<td class="has-text-centered">0.234</td>
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<td class="has-text-centered">0.56</td>
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</tr>
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<tr style="background-color: #e6f4ea;">
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<td></td>
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<td><strong>F-DPO</strong> (+Flip)</td>
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<td class="has-text-centered"><strong>0.122</strong></td>
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<td class="has-text-centered"><strong>7.10</strong></td>
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<tr style="background-color:#e6f4ea;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✓</td>
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<td class="has-text-centered"><strong>7.00</strong></td>
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<td class="has-text-centered"><strong>0.154</strong></td>
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<td class="has-text-centered"><strong>0.72</strong></td>
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</tr>
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<!-- ================= Qwen3-8B ================= -->
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<tr style="background-color: #f9f9f9;">
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<td colspan="5" style="font-weight: bold; padding-top: 10px;">
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Qwen3-8B
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</td>
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<!-- ================= Gemma-2-9B ================= -->
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<tr style="background-color:#f9f9f9;">
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<td colspan="6" style="font-weight:bold;">Gemma-2-9B</td>
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</tr>
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<tr>
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<td></td>
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<td>Standard DPO</td>
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<td class="has-text-centered">0.300</td>
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<td class="has-text-centered">6.08</td>
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<td></td><td>Standard DPO</td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">8.04</td>
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<td class="has-text-centered">0.092</td>
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<td class="has-text-centered">—</td>
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</tr>
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<tr style="background-color: #fff6db;">
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<td></td>
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<td><strong>F-DPO</strong> (No Flip)</td>
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<td class="has-text-centered">0.150</td>
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<td class="has-text-centered">7.14</td>
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<td class="has-text-centered">0.66</td>
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<tr style="background-color:#e6f4ea;">
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<td></td><td>Standard DPO</td><td class="has-text-centered">✓</td>
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<td class="has-text-centered"><strong>8.27</strong></td>
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<td class="has-text-centered"><strong>0.064</strong></td>
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<td class="has-text-centered">0.53</td>
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</tr>
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<tr style="background-color: #e6f4ea; border-bottom: 2px solid black;">
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<td></td>
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<td><strong>F-DPO</strong> (+Flip)</td>
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<td class="has-text-centered"><strong>0.080</strong></td>
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<td class="has-text-centered"><strong>7.90</strong></td>
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<td class="has-text-centered"><strong>0.70</strong></td>
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<tr style="background-color:#fff6db;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✗</td>
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<td class="has-text-centered">8.06</td>
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<td class="has-text-centered">0.088</td>
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<td class="has-text-centered">0.49</td>
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</tr>
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<tr style="background-color:#e6f4ea; border-bottom:2px solid black;">
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<td></td><td><strong>F-DPO</strong></td><td class="has-text-centered">✓</td>
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<td class="has-text-centered"><strong>8.26</strong></td>
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<td class="has-text-centered"><strong>0.068</strong></td>
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<td class="has-text-centered"><strong>0.57</strong></td>
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</tr>
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</tbody>
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</table>
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</div>
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<p class="has-text-centered is-size-7">
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<span style="background-color:#e6f4ea;padding:2px 6px;">Green</span>:
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best per model;
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<span style="background-color:#fff6db;padding:2px 6px;">Yellow</span>:
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improvement over Standard DPO;
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“—” indicates not applicable.
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<span style="background-color:#e6f4ea;padding:2px 6px;">Green</span>: best per model &nbsp;
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<span style="background-color:#fff6db;padding:2px 6px;">Yellow</span>: second-best / improvement &nbsp;
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“—” indicates not applicable
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</p>
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</div>
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</section>
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</section>
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<!--BibTex citation -->

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