File size: 1,360 Bytes
5ae1a12 b5d9eca 5ae1a12 4577d50 5ae1a12 4577d50 5ae1a12 4577d50 5ae1a12 4577d50 5ae1a12 4577d50 5ae1a12 4577d50 5ae1a12 4577d50 5ae1a12 4577d50 5ae1a12 4577d50 c9c22f4 5ae1a12 4577d50 5ae1a12 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 |
---
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: []
---
# ENERGY-DRINK-LOVE/komt_DPOv3
### 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 |
|