In authors or contributors

2 resources

  • Can Xu, Qingfeng Sun, Kai Zheng
    |
    Jun 10th, 2023
    |
    preprint
    Can Xu, Qingfeng Sun, Kai Zheng
    Jun 10th, 2023

    Training large language models (LLMs) with open-domain instruction following data brings colossal success. However, manually creating such instruction data is very time-consuming and labor-intensive. Moreover, humans may struggle to produce high-complexity instructions. In this paper, we show an avenue for creating large amounts of instruction data with varying levels of complexity using LLM instead of humans. Starting with an initial set of instructions, we use our proposed Evol-Instruct to...

  • Can Xu, Qingfeng Sun, Kai Zheng
    |
    Jun 10th, 2023
    |
    preprint
    Can Xu, Qingfeng Sun, Kai Zheng
    Jun 10th, 2023

    Training large language models (LLMs) with open-domain instruction following data brings colossal success. However, manually creating such instruction data is very time-consuming and labor-intensive. Moreover, humans may struggle to produce high-complexity instructions. In this paper, we show an avenue for creating large amounts of instruction data with varying levels of complexity using LLM instead of humans. Starting with an initial set of instructions, we use our proposed Evol-Instruct to...

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