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| | Diversity | Length | Complexity | Factuality |
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|-----------------|-----------|--------|------------|------------|
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| Self-Instruct | 9.6 | 15.8 | 0.32 | 5.0 |
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| Qwen2-7B-Instruct-Response-Exp | 17.2 | 26.3 | 4.97 | 4.9 |
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| | Diversity | Length | Complexity | Factuality |
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|-----------------|-----------|--------|------------|------------|
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| Self-Instruct | 9.6 | 15.8 | 0.32 | 5.0 |
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| Qwen2-7B-Instruct-Response-Exp | 17.2 | 26.3 | 4.97 | 4.9 |
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## 📜 Citation
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If you find our work helpful, please cite it!
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```
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@misc{data-augmentation-family,
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title={Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud},
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author={Yuanhao Yue and Chengyu Wang and Jun Huang and Peng Wang},
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year={2024},
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eprint={2412.04871},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2412.04871},
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}
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```
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