# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("HyukII/text-emotion-model")
model = AutoModelForSequenceClassification.from_pretrained("HyukII/text-emotion-model")Quick Links
Korean Emotion Classifier
- 6개 감정: 기쁨/당황/분노/불안/상처/슬픔
- 기반 모델: klue/bert-base
Usage
from transformers import AutoModelForSequenceClassification, AutoTokenizer
tok = AutoTokenizer.from_pretrained("HyukII/my-emotion-text")
model = AutoModelForSequenceClassification.from_pretrained("HyukII/my-emotion-text").eval()
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="HyukII/text-emotion-model")