Text Generation
PyTorch
English
llama
KD-Llama-7B / README.md
t1101675's picture
Update README.md
7c1cda7 verified
---
license: apache-2.0
datasets:
- databricks/databricks-dolly-15k
language:
- en
metrics:
- rouge
base_model:
- facebook/Llama-7B
pipeline_tag: text-generation
---
# KD-Llama-7B
[paper](https://arxiv.org/abs/2306.08543) | [code](https://github.com/microsoft/LMOps/tree/main/minillm)
**KD-Llama-7B** is a model distilled from [Llama-13B](https://huggingface.co/MiniLLM/teacher-Llama-13B) on [databricks-dolly-15k](https://huggingface.co/datasets/aisquared/databricks-dolly-15k) with token-level forward KLD.
It is used as a baseline for [MiniLLM](https://huggingface.co/MiniLLM/MiniLLM-Llama-7B).
## Other Baselines
+ [SFT w/o KD](https://huggingface.co/MiniLLM/SFT-Llama-7B)
+ [SeqKD](https://huggingface.co/MiniLLM/SeqKD-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}
}
```