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README.md
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- biology
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<div align="center">
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65a9e8563b9e1f0f308378b7/H2qI2OOSl-KqOlg01fRGR.png" width="
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</div>
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# OneGenomeRice (OGR)
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The table below summarizes training scale and key hyperparameters.
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- biology
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---
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<div align="center">
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65a9e8563b9e1f0f308378b7/H2qI2OOSl-KqOlg01fRGR.png" width="50%" />
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</div>
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# OneGenomeRice (OGR)
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The table below summarizes training scale and key hyperparameters.
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<div align="center">
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<table>
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<thead>
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<tr>
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<th align="center"><strong>Model Specification</strong></th>
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<th align="center"><strong>OneGenomeRice (OGR)</strong></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 align="center" colspan="2"><strong>Model Scale</strong></td>
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</tr>
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<tr>
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<td align="center">Total Parameters</td>
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<td align="center">1.25B</td>
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</tr>
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<tr>
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<td align="center">Activated Parameters</td>
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<td align="center">0.33B</td>
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</tr>
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<tr>
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<td align="center" colspan="2"><strong>Architecture</strong></td>
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</tr>
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<tr>
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<td align="center">Architecture</td>
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<td align="center">MoE</td>
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</tr>
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<tr>
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<td align="center">Number of Experts</td>
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<td align="center">8</td>
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</tr>
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<tr>
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<td align="center">Selected Experts per Token</td>
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<td align="center">2</td>
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</tr>
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<tr>
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<td align="center">Number of Layers</td>
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<td align="center">12</td>
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</tr>
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<tr>
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<td align="center">Attention Hidden Dimension</td>
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<td align="center">1024</td>
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</tr>
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<tr>
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<td align="center">Number of Attention Heads</td>
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<td align="center">16 (GQA, 8 KV groups)</td>
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</tr>
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<tr>
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<td align="center">MoE Hidden Dimension (per Expert)</td>
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<td align="center">4096</td>
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</tr>
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<tr>
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<td align="center">Vocabulary Size</td>
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<td align="center">128 (padded)</td>
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</tr>
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<tr>
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<td align="center">Context Length</td>
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<td align="center">up to 1Mb</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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