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roberta-base-klue-ynat-classification-assignment
sleepinghdd/roberta-base-klue-ynat-classification-assignment
roberta-base-klue-ynat-classification-assignment is a text classification model from sleepinghdd. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Mar 25, 2026
- Updated
- Mar 28, 2026
- SHA
- ecbe6c63
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
roberta-base-klue-ynat-classification-assignment
This model is a fine-tuned version of klue/roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5692
- Accuracy: 0.852
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.4432 | 1.0 | 1250 | 0.6689 | 0.84 |
Framework versions
- Transformers 4.50.0
- Pytorch 2.9.1+cu128
- Datasets 3.5.0
- Tokenizers 0.21.4
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Mar 25, 2026
- Updated
- Mar 28, 2026