MiniLLM
Collection
MiniLLM Models
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7 items
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Updated
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2
MiniLLM-OPT-6.7B is an OPT-6.7B model distilled from OPT-13B on databricks-dolly-15k
Note: MiniLLM requires an SFT model for initilization to perform the PPO optimization.
We ask GPT-4 to give scores for the generated responses of MiniLLM. The prompts are taken from databricks-dolly-15k (test set), self-instruct, and vicuna
@inproceedings{minillm,
title={MiniLLM: Knowledge Distillation of Large Language Models},
author={Gu, Yuxian and Dong, Li and Wei, Furu and Huang, Minlie},
booktitle={Proceedings of ICLR},
year={2024}
}
Base model
facebook/opt-6.7b