---
base_model:
- facebook/opt-2.7B
datasets:
- databricks/databricks-dolly-15k
language:
- en
license: apache-2.0
metrics:
- rouge
pipeline_tag: text-generation
library_name: transformers
---

# SeqKD-OPT-2.7B

[paper](https://arxiv.org/abs/2306.08543) | [code](https://github.com/microsoft/LMOps/tree/main/minillm)

**SeqKD-OPT-2.7B** is an OPT-2.7B model distilled from [OPT-13B](https://huggingface.co/MiniLLM/teacher-OPT-13B) on [databricks-dolly-15k](https://huggingface.co/datasets/aisquared/databricks-dolly-15k) with sequence-level forward KLD.

It is used as a baseline for [MiniLLM](https://huggingface.co/MiniLLM/MiniLLM-OPT-2.7B).

## Other Baselines
+ [SFT w/o KD](https://huggingface.co/MiniLLM/SFT-OPT-2.7B)
+ [KD](https://huggingface.co/MiniLLM/KD-OPT-2.7B)


## 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}
}
```