add scores
Browse files
README.md
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@@ -108,7 +108,159 @@ Use the code below to get started with the model.
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## Evaluation
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### Testing Data, Factors & Metrics
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## Evaluation
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<table border="1" style="width: 100%; text-align: center; border-collapse: collapse;">
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<colgroup>
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<col style="width: 10%;">
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<col style="width: 10%;">
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<col style="width: 7%;">
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<col style="width: 7%;">
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<col style="width: 7%;">
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<col style="background-color: rgba(80, 15, 213, 0.5); width: 7%;">
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</colgroup>
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<thead>
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<tr>
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<th>Category</th>
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<th>Benchmark</th>
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<th>Llama-3.2-1B</th>
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<th>Qwen2.5-1.5B</th>
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<th>SmolLM2-1.7B</th>
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<th>Falcon3-1B-Instruct</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td rowspan="3">General</td>
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<td>MMLU (5-shot)</td>
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<td>23.4</td>
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<td><b>58.4</b></td>
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<td>48.4</td>
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<td>43.9</td>
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</tr>
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<tr>
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<td>MMLU-PRO (5-shot)</td>
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<td>11.3</td>
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<td><b>21.3</b></td>
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<td>17.2</td>
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<td>18.6</td>
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</tr>
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<tr>
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<td>IFEval</td>
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<td><b>55.8</b></td>
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<td>44.4</td>
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<td>53.0</td>
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<td>54.4</td>
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</tr>
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<tr>
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<td rowspan="3">Math</td>
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<td>GSM8K (5-shot)</td>
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<td>37.4</td>
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<td><b>57.2</b></td>
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<td>43.4</td>
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<td>38.6</td>
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</tr>
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<tr>
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<td>GSM8K (8-shot, COT)</td>
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<td>35.6</td>
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<td><b>62.2</b></td>
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<td>47.2</td>
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<td>41.8</td>
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</tr>
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<tr>
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<td>MATH Lvl-5 (4-shot)</td>
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<td><b>3.9</b></td>
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<td>0.2</td>
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<td>0.1</td>
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<td>1.0</td>
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</tr>
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<tr>
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<td rowspan="6">Reasoning</td>
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<td>Arc Challenge (25-shot)</td>
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<td>34.1</td>
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<td>47.0</td>
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<td><b>47.6</b></td>
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<td>45.9</td>
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</tr>
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<tr>
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<td>GPQA (0-shot)</td>
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<td>25.3</td>
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<td><b>29.6</b></td>
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<td>28.7</td>
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<td>26.5</td>
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</tr>
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<tr>
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<td>GPQA (0-shot, COT)</td>
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<td>13.2</td>
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<td>9.2</td>
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<td>16.0</td>
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<td><b>21.3</b></td>
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</tr>
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<tr>
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<td>MUSR (0-shot)</td>
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<td>32.4</td>
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<td>36.8</td>
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<td>33.0</td>
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<td><b>40.7</b></td>
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</tr>
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<tr>
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<td>BBH (3-shot)</td>
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<td>30.3</td>
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<td><b>38.5</b></td>
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<td>33.1</td>
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<td>35.1</td>
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</tr>
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<tr>
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<td>BBH (3-shot, COT)</td>
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<td>0.0</td>
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<td>20.3</td>
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<td>0.8</td>
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<td><b>30.5</b></td>
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</tr>
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<tr>
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<td rowspan="5">CommonSense Understanding</td>
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<td>PIQA (0-shot)</td>
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<td>72.1</td>
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<td>73.2</td>
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<td><b>74.4</b></td>
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<td>72.0</td>
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</tr>
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<tr>
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<td>SciQ (0-shot)</td>
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<td>61.8</td>
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<td>69.5</td>
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<td>71.4</td>
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<td><b>86.8</b></td>
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</tr>
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<tr>
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<td>Winogrande (0-shot)</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td><b>60.2</b></td>
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</tr>
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<tr>
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<td>OpenbookQA (0-shot)</td>
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<td>40.2</td>
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<td>40.4</td>
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<td><b>42.8</b></td>
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<td>40.0</td>
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</tr>
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<tr>
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<td>MT-Bench (avg)</td>
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<td>5.4</td>
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<td><b>7.1</b></td>
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<td>6.1</td>
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<td>5.5</td>
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</tr>
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<tr>
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<td rowspan="1">Instructions following</td>
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<td>Alapaca (WC)</td>
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<td><b>8.6</b></td>
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<td><b>8.6</b></td>
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<td>5.4</td>
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<td>6.1</td>
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</tr>
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</tbody>
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</table>
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### Testing Data, Factors & Metrics
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