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hw-midm-7B-nsmc
yoondaeun/hw-midm-7B-nsmc
hw-midm-7B-nsmc is a machine learning model from yoondaeun. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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Updated Dec 11, 2023
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Dec 11, 2023
- Updated
- Dec 11, 2023
- SHA
- 48176ace
Model card
From the Hugging Face model README
1. 실험 내용
모델: KT-AI/midm-bitext-S-7B-inst-v1
학습 데이터: NSMC (네이버 영화 리뷰 데이터셋)
미니배치 크기: 1
시퀀스 길이: 384
에폭 수: 1
훈련 데이터의 개수: 2000개 (1000개씩 늘림)
훈련 스텝: 정확도 높아지도록 변경하여 진행
2. 분류 결과
Confusion Matrix
| TP | TN | |
|---|---|---|
| PP | 455 | 44 |
| PN | 66 | 435 |
Classification Report
| precision | recall | f1-score | support | |
|---|---|---|---|---|
| Negative | 0.87 | 0.91 | 0.89 | 492 |
| Positive | 0.91 | 0.87 | 0.89 | 508 |
| accuracy | 0.89 | 1000 | ||
| macro avg | 0.89 | 0.89 | 0.89 | 1000 |
| weighted avg | 0.89 | 0.89 | 0.89 | 1000 |
- License
- apache-2.0
- Created
- Dec 11, 2023
- Updated
- Dec 11, 2023