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README.md

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 ## News
 
+- 🌟🌟 `2024/12/17`: We released the [code](https://github.com/RUC-GSAI/Llama-3-SynE/blob/main/src) used for continual pre-training and data preparation. The code contains detailed documentation comments.
 - ✨✨ `2024/08/12`: We released the [continual pre-training dataset](https://huggingface.co/datasets/survivi/Llama-3-SynE-Dataset).
 - ✨✨ `2024/08/10`: We released the [Llama-3-SynE model](https://huggingface.co/survivi/Llama-3-SynE).
 - ✨ `2024/07/26`: We released the [technical report](https://arxiv.org/abs/2407.18743), welcome to check it out!
 
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 ## Model Introduction
 
 **Llama-3-SynE** (<ins>Syn</ins>thetic data <ins>E</ins>nhanced Llama-3) is a significantly enhanced version of [Llama-3 (8B)](https://github.com/meta-llama/llama3), achieved through continual pre-training (CPT) to improve its **Chinese language ability and scientific reasoning capability**. By employing a meticulously designed data mixture and curriculum strategy, Llama-3-SynE successfully enhances new abilities while maintaining the original model’s performance. This enhancement process involves utilizing existing datasets and synthesizing high-quality datasets specifically designed for targeted tasks.