---
language:
- ko
- en
base_model:
- meta-llama/Llama-3.2-1B-Instruct
---
> @ 2024.10.07 Model [torchtorchkimtorch/Llama-3.2-Korean-GGACHI-1B-Instruct-v1](https://huggingface.co/torchtorchkimtorch/Llama-3.2-Korean-GGACHI-1B-Instruct-v1) Released!    

> @ 2024.10.18 Performance for KOBEST of Llama-3.2-Korean-GGACHI-1B-Instruct-v1 has been updated!

    
           
# **Llama-3.2-Korean-GGACHI-1B-Instruct-v1** #
![Image Description](까치.png)
## 모델 설명 (Model Description)

GGACHI-1B-Instruct-v1는 Llama-3.2-1B-Instruct 모델을 기반으로 하는 한국어 태스크 수행에 최적화된 instruction-tuned 언어 모델입니다. 230,000개 이상의 고품질 한국어 데이터셋을 사용하여 fine-tuning되었습니다.

GGACHI-1B-Instruct-v1 is an instruction-tuned language model optimized for Korean language tasks, based on the Llama-3.2-1B-Instruct model. It has been fine-tuned using over 230,000 high-quality Korean language datasets.

## 모델 성능 (Model Performance)


#### - 0 shot ####
<table style="width:100%; text-align:center; border-collapse:collapse;">
  <thead>
    <tr>
      <th style="border:1px solid black;">Task</th>
      <th style="border:1px solid black;">Model</th>
      <th style="border:1px solid black;">Accuracy</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_boolq</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;"><strong>0.502</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.502</td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_copa</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.504</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.521</strong></td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_hellaswag</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.358</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.380</td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_sentineg</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.476</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.594</strong></td>
    </tr>
  </tbody>
</table>

#### - 5 shot ####
<table style="width:100%; text-align:center; border-collapse:collapse;">
  <thead>
    <tr>
      <th style="border:1px solid black;">Task</th>
      <th style="border:1px solid black;">Model</th>
      <th style="border:1px solid black;">Accuracy</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_boolq</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;"><strong>0.571</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;">0.565</td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_copa</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.526</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.549</strong></td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_hellaswag</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.364</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.398</td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_sentineg</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.725</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.795</strong></td>
    </tr>
  </tbody>
</table>

#### - 10 shot ####
<table style="width:100%; text-align:center; border-collapse:collapse;">
  <thead>
    <tr>
      <th style="border:1px solid black;">Task</th>
      <th style="border:1px solid black;">Model</th>
      <th style="border:1px solid black;">Accuracy</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_boolq</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;"><strong>0.593</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;">0.571</td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_copa</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.525</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.549</strong></td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_hellaswag</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.356</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.394</td>
    </tr>
    <tr>
      <td rowspan="2" style="border:1px solid black;">kobest_sentineg</td>
      <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
      <td style="border:1px solid black;">0.768</td>
    </tr>
    <tr>
      <td style="border:1px solid black;"><strong>GGACHI</strong></td>
      <td style="border:1px solid black;"><strong>0.821</strong></td>
    </tr>
  </tbody>
</table>

## Contact
- **김민혁(Minhyuk Kim)**     
  Mail: mhkim0929@korea.ac.kr   
  LinkedIn : https://www.linkedin.com/in/mhkim0929/