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README.md
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- **TransNormerLLM3-15B** is purely intergrated with **[Lightning Attention-2](http://arxiv.org/abs/2401.04658)**, which can maintain a **stable TGS** during training of **unlimited sequence lengths**, up until encountering firm limitations like GPU memory constraints.
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- **Titoken** tokenizer is used with a total **vocabulary size** of about **100,000**.
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<p align="center">
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<img src="./images/TransNormer3.jpg" width="
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</p>
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### Pre-training Logbook
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```
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<p align="center">
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<img src="./images/lightning3-leopard.jpg" width="
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- OpenNLPLab @2024 -
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</p>
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- **TransNormerLLM3-15B** is purely intergrated with **[Lightning Attention-2](http://arxiv.org/abs/2401.04658)**, which can maintain a **stable TGS** during training of **unlimited sequence lengths**, up until encountering firm limitations like GPU memory constraints.
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- **Titoken** tokenizer is used with a total **vocabulary size** of about **100,000**.
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<p align="center">
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<img src="./images/TransNormer3.jpg" width="65%" />
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</p>
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### Pre-training Logbook
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```
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<p align="center">
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<img src="./images/lightning3-leopard.jpg" width="50%" />
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- OpenNLPLab @2024 -
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</p>
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