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Llama-3.2-Korean-GGACHI-1B-Instruct-v1

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  base_model:
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  - meta-llama/Llama-3.2-1B-Instruct
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  ---
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- > @ 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!
 
 
 
 
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  # **GGACHI-1B-version1** #
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  GGACHI-1B-Instruct-v1λŠ” Llama-3.2-1B-Instruct λͺ¨λΈμ„ 기반으둜 ν•˜λŠ” ν•œκ΅­μ–΄ νƒœμŠ€ν¬ μˆ˜ν–‰μ— μ΅œμ ν™”λœ instruction-tuned μ–Έμ–΄ λͺ¨λΈμž…λ‹ˆλ‹€. 230,000개 μ΄μƒμ˜ κ³ ν’ˆμ§ˆ ν•œκ΅­μ–΄ 데이터셋을 μ‚¬μš©ν•˜μ—¬ fine-tuningλ˜μ—ˆμŠ΅λ‹ˆλ‹€.
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- 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.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  base_model:
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  - meta-llama/Llama-3.2-1B-Instruct
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  ---
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+ > @ 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!
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+ > @ 2024.10.18 Performance for KOBEST of Llama-3.2-Korean-GGACHI-1B-Instruct-v1 has been updated!
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+ > @ Announcements) Llama-3.2-Korean-GGACHI-1B-Instruct-v2 is set to be released soon.
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  # **GGACHI-1B-version1** #
 
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  GGACHI-1B-Instruct-v1λŠ” Llama-3.2-1B-Instruct λͺ¨λΈμ„ 기반으둜 ν•˜λŠ” ν•œκ΅­μ–΄ νƒœμŠ€ν¬ μˆ˜ν–‰μ— μ΅œμ ν™”λœ instruction-tuned μ–Έμ–΄ λͺ¨λΈμž…λ‹ˆλ‹€. 230,000개 μ΄μƒμ˜ κ³ ν’ˆμ§ˆ ν•œκ΅­μ–΄ 데이터셋을 μ‚¬μš©ν•˜μ—¬ fine-tuningλ˜μ—ˆμŠ΅λ‹ˆλ‹€.
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+ 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.
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+
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+ ## λͺ¨λΈ μ„±λŠ₯ (Model Performance)
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+
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+
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+ #### - 0 shot ####
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+ <table style="width:100%; text-align:center; border-collapse:collapse;">
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+ <thead>
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+ <tr>
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+ <th style="border:1px solid black;">Task</th>
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+ <th style="border:1px solid black;">Model</th>
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+ <th style="border:1px solid black;">Accuracy</th>
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+ </tr>
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+ </thead>
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+ <tbody>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_boolq</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;"><strong>0.502</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.502</td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_copa</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.504</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.521</strong></td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_hellaswag</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.358</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.380</td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_sentineg</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.476</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.594</strong></td>
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+ </tr>
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+ </tbody>
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+ </table>
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+
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+ #### - 5 shot ####
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+ <table style="width:100%; text-align:center; border-collapse:collapse;">
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+ <thead>
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+ <tr>
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+ <th style="border:1px solid black;">Task</th>
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+ <th style="border:1px solid black;">Model</th>
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+ <th style="border:1px solid black;">Accuracy</th>
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+ </tr>
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+ </thead>
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+ <tbody>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_boolq</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;"><strong>0.571</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;">0.565</td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_copa</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.526</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.549</strong></td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_hellaswag</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.364</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.398</td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_sentineg</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.725</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.795</strong></td>
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+ </tr>
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+ </tbody>
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+ </table>
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+
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+ #### - 10 shot ####
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+ <table style="width:100%; text-align:center; border-collapse:collapse;">
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+ <thead>
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+ <tr>
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+ <th style="border:1px solid black;">Task</th>
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+ <th style="border:1px solid black;">Model</th>
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+ <th style="border:1px solid black;">Accuracy</th>
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+ </tr>
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+ </thead>
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+ <tbody>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_boolq</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;"><strong>0.593</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;">0.571</td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_copa</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.525</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.549</strong></td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_hellaswag</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.356</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.394</td>
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+ </tr>
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+ <tr>
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+ <td rowspan="2" style="border:1px solid black;">kobest_sentineg</td>
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+ <td style="border:1px solid black;">Llama-3.2-1B-Instruct</td>
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+ <td style="border:1px solid black;">0.768</td>
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+ </tr>
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+ <tr>
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+ <td style="border:1px solid black;"><strong>GGACHI</strong></td>
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+ <td style="border:1px solid black;"><strong>0.821</strong></td>
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+ </tr>
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+ </tbody>
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+ </table>