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README.md
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# BitDelta: Your Fine-Tune May Only Be Worth One Bit
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-[Paper link][Website link]
+[[Paper](https://arxiv.org/abs/2402.10193)][Website]
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BitDelta compresses the weight delta between a fine-tuned and base model LLM to 1 bit, enabling accurate and efficient multi-tenant serving.
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@@ -108,5 +108,12 @@ CUDA_VISIBLE_DEVICES=0 python \
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If you find BitDelta useful, please consider citing:
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```
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-[TODO]
+@misc{liu2024bitdelta,
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+ title={BitDelta: Your Fine-Tune May Only Be Worth One Bit},
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+ author={James Liu and Guangxuan Xiao and Kai Li and Jason D. Lee and Song Han and Tri Dao and Tianle Cai},
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+ year={2024},
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+ eprint={2402.10193},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.LG}
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+}
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