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# Kyara: Knowledge Yielding Adaptive Retrieval Augmentation for LLM Fine-tuning
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<p align="left">
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🤗 <a href="https://huggingface.co/zake7749/gemma-2-2b-it-chinese-kyara-dpo">Hugging Face</a> | 🚀<a href="https://github.com/zake7749/kyara">Github</a> | 📑 <a href="#">Paper</a> | 📖 <a href="https://github.com/zake7749/kyara/blob/main/document/README_EN.md">English</a> | 📖 <a href="https://github.com/zake7749/kyara">Chinese</a> | 💻 <a href="https://www.kaggle.com/code/zake7749/kyara-a-compact-yet-powerful-chinese-llm">Kaggle Notebook</a>
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</p>
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總結起來,這段話表達了楊過對於自己行為的獨特理解和自豪感。他明白自己的行為和價值觀取決於個人的內心和對正義的追求,而非外界的評價和名利。他也承認了自己的責任,作為唐門下一代,必須繼承和發揚門風,這一點是無可替代的。
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```
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It is recommended to exercise caution when using language models.
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# Kyara: Knowledge Yielding Adaptive Retrieval Augmentation for LLM Fine-tuning
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[![DOI](https://zenodo.org/badge/844304447.svg)](https://zenodo.org/badge/latestdoi/844304447)
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<p align="left">
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🤗 <a href="https://huggingface.co/zake7749/gemma-2-2b-it-chinese-kyara-dpo">Hugging Face</a> | 🚀<a href="https://github.com/zake7749/kyara">Github</a> | 📑 <a href="#">Paper</a> | 📖 <a href="https://github.com/zake7749/kyara/blob/main/document/README_EN.md">English</a> | 📖 <a href="https://github.com/zake7749/kyara">Chinese</a> | 💻 <a href="https://www.kaggle.com/code/zake7749/kyara-a-compact-yet-powerful-chinese-llm">Kaggle Notebook</a>
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</p>
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總結起來,這段話表達了楊過對於自己行為的獨特理解和自豪感。他明白自己的行為和價值觀取決於個人的內心和對正義的追求,而非外界的評價和名利。他也承認了自己的責任,作為唐門下一代,必須繼承和發揚門風,這一點是無可替代的。
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```
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It is recommended to exercise caution when using language models.
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## Citation
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```bibtex
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@software{Yang_Kyara_2024,
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author = {Yang, Kai-Chou},
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doi = {10.5281/zenodo.14001626},
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month = oct,
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title = {{Kyara}},
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url = {https://github.com/zake7749/Kyara},
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version = {1.0.0},
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year = {2024}
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}
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```
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