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klue-roberta-base_sae
ehdwns1516/klue-roberta-base_sae
klue-roberta-base_sae is a text classification model from ehdwns1516. Use it when you need a label for a piece of text. It is set up for transformers.
This model trained with Korean dataset. Input sentence what you want to grasp intent. You can use English, but don't expect accuracy.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Aug 18, 2021
- SHA
- 622a7e92
Try a prompt
Model card
From the Hugging Face model README
klue-roberta-base-sae
- This model trained with Korean dataset.
- Input sentence what you want to grasp intent.
- You can use English, but don't expect accuracy.
klue-roberta-base-kornli DEMO: Ainize DEMO
klue-roberta-base-kornli API: Ainize API
Overview
Language model: klue/roberta-base
Language: Korean
Training data: kor_sae
Eval data: kor_sae
Code: See Ainize Workspace
Usage
In Transformers
from transformers import AutoTokenizer, pipeline
tokenizer = AutoTokenizer.from_pretrained("ehdwns1516/klue-roberta-base-sae")
classifier = pipeline(
"text-classification",
model="ehdwns1516/klue-roberta-base-kornli",
return_all_scores=True,
)
context = "sentence what you want to grasp intent"
result = dict()
result[0] = classifier(context)[0]
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Mar 2, 2022
- Updated
- Aug 18, 2021