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---
license: cc-by-nc-4.0
base_model: Edentns/DataVortexS-10.7B-dpo-v1.11
tags:
- trl
- dpo
- generated_from_trainer
model-index:
- name: nhn_dpo_v3_DataVortexS-10.7B-dpo-v1.11_DPO
results: []
---
# ENERGY-DRINK-LOVE/DataVortexS_dpov3
### Our Team
* Youjin Chung
* Jingyeom Kim
## Model
### Base Model
* [Edentns/DataVortexS-10.7B-dpo-v1.11](https://huggingface.co/Edentns/DataVortexS-10.7B-dpo-v1.11)
### Hardware and Software
* Hardware: A100 * 8 for training our model
* Deepspeed library & Huggingface TRL Trainer
### Dataset
* DPO_dataset
* 자체 제작 dpo dataset(AI-hub dataset 활용)
* OpenOrca DPO 등 영어 데이터셋 번역(ENERGY-DRINK-LOVE/translate_share_gpt_dedup_llama_SFT_1024, 자체모델 활용)
### Training Method
* [DPO](https://arxiv.org/abs/2305.18290)
## Benchmark
**[Ko LM Eval Harness](https://github.com/Beomi/ko-lm-evaluation-harness)**
**[Ko-LLM-Leaderboard](https://www.aihub.or.kr/leaderboard/view.do?currMenu=500&topMenu=102)**
* (240316기준 7등)
* 
| Average | Ko-ARC | Ko-HellaSwag | Ko-MMLU | Ko-TruthfulQA | Ko-CommonGen V2 |
| ------: | -----: | -----------: | ------: | ------------: | --------------: |
| 60.18 | 56.23 | 69.15 | 52.76 | 67.87 | 54.9 |
|