| --- |
| license: apache-2.0 |
| datasets: |
| - databricks/databricks-dolly-15k |
| language: |
| - en |
| metrics: |
| - rouge |
| base_model: |
| - openai-community/gpt2-large |
| pipeline_tag: text-generation |
| --- |
| # init-gpt2-760M |
|
|
| [paper](https://arxiv.org/abs/2306.08543) | [code](https://github.com/microsoft/LMOps/tree/main/minillm) |
|
|
| **init-gpt2-760M** is a gpt2 (760M) 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-gpt2-760M). |
|
|
| ## 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} |
| } |
| ``` |
