| datasets: | |
| - databricks/databricks-dolly-15k | |
| language: | |
| - en | |
| license: apache-2.0 | |
| metrics: | |
| - rouge | |
| pipeline_tag: text-generation | |
| library_name: transformers | |
| # init-Llama-7B | |
| [paper](https://arxiv.org/abs/2306.08543) | [code](https://github.com/microsoft/LMOps/tree/main/minillm) | |
| **init-Llama-7B** is an Llama-7B model supervised fine-tuned on [databricks-dolly-15k](https://huggingface.co/datasets/aisquared/databricks-dolly-15k). | |
| It is used as the initialization for training [MiniLLM](https://huggingface.co/MiniLLM/MiniLLM-Llama-7B). | |
| ## 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} | |
| } | |
| ``` |