Midm-2.0-Base-Instruct Fine-Tuned QA Model
This model is a fine-tuned version of Midm-2.0-Base-Instruct, a Korean-understanding open-source LLM. It was specialized for
situation-specific Korean question answering and RAG answer explanation.
Fine-Tuning Details
- Base model:
Midm-2.0-Base-Instruct - Task: Situation-specific Korean question answering
- Data type: Text
- File format: JSON
- Training data: 126,740 examples from an open Korean question-answer dataset
- Data size: 0.1 GB
- Epochs: 1
Evaluation
| Benchmark | Before | After |
|---|---|---|
| kobest_boolq (macro_f1) | 0.865413 | 0.892661 |
| kobest_copa (macro_f1) | 0.790682 | 0.792617 |
| kobest_hellaswag (macro_f1) | 0.506787 | 0.511349 |
| kobest_sentineg (macro_f1) | 0.636029 | 0.640399 |
| nsmc (acc) | 0.626800 | 0.626267 |
| pawsx_ko (acc) | 0.589500 | 0.596500 |
Government R&D Project
This software is a result of the following government research and development project:
| Item | Details |
|---|---|
| Project Name | AI ๊ธฐ๋ฐ ์ค์๊ธฐ์ ์ ๋ฌด ์๋ํ ๋ฐ ํตํฉ ๊ฒ์ ์๋ฃจ์ |
| Project No. | RQT-25-090153 |
| Supervisor | ์ ๋ณดํต์ ์ฐ์ ์งํฅ์ |
| Performer | Proten Co., Ltd. |
| R&D Period | 2026.01.01 ~ 2026.06.30 |
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