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deberta-v3-base-tasksource-paraphrase
sileod/deberta-v3-base-tasksource-paraphrase
deberta-v3-base-tasksource-paraphrase is a text classification model from sileod. Use it when you need a label for a piece of text. It is set up for transformers.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- deberta-v2
- Access
- Public
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024
- SHA
- 21279394
Try a prompt
Model card
From the Hugging Face model README
| Dataset Name | Test Accuracy |
|---|---|
| glue/mrpc | 0.856 |
| glue/qqp | 0.876 |
| hlgd | 0.898 |
| paws/labeled_final | 0.952 |
| paws/labeled_swap | 0.968 |
| medical_questions_pairs | 0.8562 |
| parade | 0.732 |
| apt | 0.824 |
@article{sileo2023tasksource,
title={tasksource: A Dataset Harmonization Framework for Streamlined NLP Multi-Task Learning and Evaluation},
author={Sileo, Damien},
journal={arXiv preprint arXiv:2301.05948},
year={2023}
}
(Accepted at LREC-COLING 2024)
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- Languages
- en
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024