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---
license: cc-by-4.0
base_model: davidkim205/komt-solar-10.7b-sft-v5
tags:
- trl
- dpo
- generated_from_trainer
model-index:
- name: nhn_dpo_v3_komt-solar-10.7b-sft-v5_DPO
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# ENERGY-DRINK-LOVE/eeve_dpo-v3
### Our Team
* Youjin Chung
* Jingyeom Kim
## Model
### Base Model
* [davidkim205/komt-solar-10.7b-sft-v5](https://huggingface.co/davidkim205/komt-solar-10.7b-sft-v5)
### 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 4등)
* 
| Average | Ko-ARC | Ko-HellaSwag | Ko-MMLU | Ko-TruthfulQA | Ko-CommonGen V2 |
| ------: | -----: | -----------: | ------: | ------------: | --------------: |
| 61.20 | 57.51 | 70.33 | 53.34 | 68.49 | 56.32 |
|