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@@ -9,4 +9,16 @@ This repo contains the models for "eCeLLM: Generalizing Large Language Models fo
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  ## eCeLLM Models
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  Leveraging ECInstruct, we develop eCeLLM by instruction tuning general-purpose LLMs (base models).
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- The eCeLLM-S model is instruction-tuned from the large base models [Phi-2](https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/).
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## eCeLLM Models
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  Leveraging ECInstruct, we develop eCeLLM by instruction tuning general-purpose LLMs (base models).
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+ The eCeLLM-S model is instruction-tuned from the large base models [Phi-2](https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/).
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+
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+ ## Citation
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+ ```bibtex
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+ @misc{peng2024ecellm,
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+ title={eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data},
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+ author={Bo Peng and Xinyi Ling and Ziru Chen and Huan Sun and Xia Ning},
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+ year={2024},
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+ eprint={2402.08831},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL}
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+ }
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+ ```