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README.md
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@@ -13,9 +13,6 @@ encoder of [PaliGemma<sub>Mix-448</sub>
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[DeTi*k*Zify](https://github.com/potamides/DeTikZify) project for more
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information and tips on how to best run the model.
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> [!WARNING]
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> This release is considered a preview and may be updated in the near future.
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## Usage
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```python
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from operator import itemgetter
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[DeTi<i>k</i>Zify<sub>v1</sub>
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(DS-7b)](https://huggingface.co/nllg/detikzify-ds-7b), previously the best
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performing DeTi*k*Zify model, as evaluated on the test split of
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DaTi*k*Z<sub>v3</sub>.
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<table>
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<tr>
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</tr>
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<tr>
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<th>Model</th>
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<th>MTE<sub>↑</sub></th>
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<th>cBLEU<sub>↑</sub></th>
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<th>TED<sub>↓</sub></th>
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<th>DSim<sub>↑</sub></th>
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<th>KID<sub>↓</sub></th>
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<th>MTE<sub>↑</sub></th>
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<th>cBLEU<sub>↑</sub></th>
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<th>TED<sub>↓</sub></th>
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<th>DSim<sub>↑</sub></th>
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<th>KID<sub>↓</sub></th>
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</tr>
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<tr>
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<td>DeTi<i>k</i>Zify<sub>
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<td>
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<td> 2.953</td>
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<td>56.851</td>
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<td>
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<td>
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<td>
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<td> 1.541</td>
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<td>59.589</td>
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<td>
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<td> 7.66 </td>
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</tr>
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<tr>
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<td>DeTi<i>k</i>Zify<sub>v2</sub> (8b)</td>
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<td><b>
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<td><b> 6.105</b></td>
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<td><b>54.946</b></td>
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<td><b>
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<td><b>
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<td><b>
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<td><b> 3.356</b></td>
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<td><b>58.32 </b></td>
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<td><b>
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<td><b> 7.507</b></td>
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</tr>
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</table>
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[DeTi*k*Zify](https://github.com/potamides/DeTikZify) project for more
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information and tips on how to best run the model.
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## Usage
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```python
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from operator import itemgetter
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[DeTi<i>k</i>Zify<sub>v1</sub>
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(DS-7b)](https://huggingface.co/nllg/detikzify-ds-7b), previously the best
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performing DeTi*k*Zify model, as evaluated on the test split of
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DaTi*k*Z<sub>v3</sub>. Scores are multiplied by 100.
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<table>
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<tr>
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</tr>
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<tr>
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<th>Model</th>
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<th>DSim<sub>↑</sub></th>
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<th>KID<sub>↓</sub></th>
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<th>cBLEU<sub>↑</sub></th>
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<th>TED<sub>↓</sub></th>
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<th>MTE<sub>↑</sub></th>
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<th>DSim<sub>↑</sub></th>
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<th>KID<sub>↓</sub></th>
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<th>cBLEU<sub>↑</sub></th>
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<th>TED<sub>↓</sub></th>
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<th>MTE<sub>↑</sub></th>
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</tr>
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<tr>
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<td>DeTi<i>k</i>Zify<sub>DS</sub> (7b)</td>
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<td>75.46 </td>
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<td> 0.842</td>
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<td> 2.953</td>
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<td>56.851</td>
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<td>84.019</td>
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<td>67.379</td>
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<td> 0.766</td>
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<td> 1.541</td>
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<td>59.589</td>
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<td>84.401</td>
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</tr>
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<tr>
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<td>DeTi<i>k</i>Zify<sub>v2</sub> (8b)</td>
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<td><b>80.503</b></td>
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<td><b> 0.626</b></td>
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<td><b> 6.105</b></td>
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<td><b>54.946</b></td>
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<td><b>93.326</b></td>
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<td><b>74.584</b></td>
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<td><b> 0.751</b></td>
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<td><b> 3.356</b></td>
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<td><b>58.32 </b></td>
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<td><b>93.858</b></td>
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</tr>
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</table>
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