---
language:
- ko
library_name: transformers
pipeline_tag: text-generation
---

**Model Developers** HyunseokLee, TaeyoungKim - (kaist alinlab, omnious.ai)

**Input** Models input text only.

**Output** Models generate text only.

**Model Architecture**  
ko-ref-llama2-7b is an auto-regressive language model based on the LLaMA2 transformer architecture.

**Base Model**  
Llama-2-7B

**Training Dataset**  
Open dataset (Korean).

**Training Objective**  
We trained the model to learn Korean corpus.
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_hyunseoki__ko-ref-llama2-7b)

| Metric                | Value                     |
|-----------------------|---------------------------|
| Avg.                  | 38.36   |
| ARC (25-shot)         | 42.66          |
| HellaSwag (10-shot)   | 66.58    |
| MMLU (5-shot)         | 30.41         |
| TruthfulQA (0-shot)   | 38.62   |
| Winogrande (5-shot)   | 66.22   |
| GSM8K (5-shot)        | 0.0        |
| DROP (3-shot)         | 24.05         |