Text Generation
PyTorch
English
opt

MiniLLM-OPT-6.7B

paper | code

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.

Evaluation

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

Baseline Models

Citation

@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}
}
Downloads last month
27
Inference Examples
Unable to determine this model's library. Check the docs .

Model tree for MiniLLM/MiniLLM-OPT-6.7B

Base model

facebook/opt-6.7b
Finetuned
(6)
this model

Dataset used to train MiniLLM/MiniLLM-OPT-6.7B

Collection including MiniLLM/MiniLLM-OPT-6.7B