---
library_name: transformers
license: mit
datasets:
- klue
- dkoterwa/kor-sts
language:
- ko
pipeline_tag: sentence-similarity
---
# KF-DeBERTa-base-cross-STS

pre-trained model: KF-DeBERTa-base-cross-NLI {https://huggingface.co/deliciouscat/kf-deberta-base-cross-nli}

trained data: 
- `klue/sts`: 1epoch
- `dkoterwa/kor-sts`: 2epoch


label scaling: 0~5 -> -1->1

bi-encoder STS 학습을 위한 dataset augmentation을 상정하고 훈련하였습니다. {https://arxiv.org/abs/2010.08240}

cosine similarity로 학습할 수 있도록 scaling 된 output이 추론됩니다.