Oct 8, 2025 12:16 Adding `safetensors` variant of this model โ This is an automated PR created with https://huggingface.co/spaces/safetensors/convert
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https://colab.research.google.com/github/huggingface/notebooks/blob/main/safetensors_doc/en/speed.ipynb
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Feel free to ignore this PR. 12:05 Update README.md 12:03 Add HF-standard offline package (auto_map + modeling_kbert_mtl.py) 11:58 Add HF-standard offline package (auto_map + modeling_kbert_mtl.py) 11:55 Add HF-standard offline package (auto_map + modeling_kbert_mtl.py) 11:50 Update README.md 11:48 Update README.md 11:41 Add HF-standard offline package (auto_map + modeling_kbert_mtl.py) 11:38 Add HF-standard offline package (auto_map + modeling_kbert_mtl.py) 11:32 Add HF-standard offline package (auto_map + modeling_kbert_mtl.py) 11:11 Repackaged LQ-KBERT-Base into Hugging Face standard format 10:13 Update README.md 10:06 Update README.md Oct 7, 2025 00:14 Update README.md 00:13 Upload: README.md โ # LQ-KBERT-Base: Crypto Market Korean Sentiment & Action Signal Classifier
[LangQuant](https://langquant.com)์์ ๊ณต๊ฐํ **ํ๊ตญ์ด ๊ธ์ต ์ปค๋ฎค๋ํฐ/๋ด์ค ํฌ์์ฌ๋ฆฌ ๋ถ๋ฅ ๋ชจ๋ธ**์
๋๋ค.
`klue/bert-base`๋ฅผ ๋ฐฑ๋ณธ์ผ๋ก ํ๊ณ , ๊ฐ์์์ฐ ๊ด๋ จ ํ๊ตญ์ด ๋ฐ์ดํฐ์
**10๋ง ๊ฑด ์ด์**์ ์ ์ฒ๋ฆฌํ์ฌ ํ์ธํ๋ํ์ต๋๋ค.
๋ชจ๋ธ์ ๋ฌธ์ฅ ๋จ์ ์
๋ ฅ(`โค200์`)์ ๋ํด **ํฌ์ ์ฌ๋ฆฌยทํ๋ยท๊ฐ์ ยทํ์ ๋ยท๊ด๋ จ์ฑยท์ ํด์ฑ**์ ๋์์ ์์ธกํฉ๋๋ค.
- [Github](https://github.com/LangQuant/LQ-KBERT-Base)
---
### ๋ชจ๋ธ์ ๋ค์ ํญ๋ชฉ์ ์์ธกํฉ๋๋ค.
```json
{
"sentiment_strength": "strong_pos | weak_pos | neutral | weak_neg | strong_neg",
"action_signal": "buy | hold | sell | avoid | info_only | ask_info",
"emotions": ["greed","fear","confidence","doubt","anger","hope","sarcasm"],
"certainty": 0.0 ~ 1.0,
"relevance": 0.0 ~ 1.0,
"reasons": "๋ผ๋ฒจ ๊ทผ๊ฑฐ๋ฅผ ์์ฝํ ํ๊ตญ์ด 1~2๋ฌธ์ฅ",
"toxicity": 0.0 ~ 1.0
}
```
---
## Labeling Guidelines
### Sentiment Strength
- **strong_pos**: ๊ธ๋ฑ ํ์ , `"๊ฐ์ฆ์"`, `"๋ฌด์กฐ๊ฑด ๊ฐ๋ค"`.
- **weak_pos**: ์กฐ์ฌ์ค๋ฌ์ด ๋๊ด, `"๋ฐ๋ฑ ๊ฐ๋ฅ"`, `"๊ด์ฐฎ์ ๋ฏ"`.
- **neutral**: ๋จ์ ์ ๋ณด/๊ณต์ง/์ก๋ด.
- **weak_neg**: ์๊ณกํ ๋ถ์ , `"์กฐ์ ์ฌ ๋ฏ"`, `"๊ด๋ง"`.
- **strong_neg**: ํญ๋ฝยทํจ๋, `"๋๋ฝ"`, `"๋งํจ"`, `"ํดโฆ Oct 6, 2025 23:44 Upload folder using huggingface_hub 23:44 Delete C: 23:42 Upload folder using huggingface_hub 23:28 initial commit 
