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klue-classfication-jxgv1pr2
hj-hufs/klue-classfication-jxgv1pr2
klue-classfication-jxgv1pr2 is a text classification model from hj-hufs. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-sa-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-sa-4.0
- Model type
- bert
- Access
- Public
- Created
- Dec 8, 2024
- Updated
- Dec 8, 2024
- SHA
- f5d8d69e
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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. -->
klue-classfication-jxgv1pr2
This model is a fine-tuned version of klue/bert-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0
- Accuracy: 1.0
- F1 Score: 1.0
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: 1e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use 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: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Score |
|---|---|---|---|---|---|
| 0.0 | 1.0 | 206 | 0.0 | 1.0 | 1.0 |
| 0.0 | 2.0 | 412 | 0.0 | 1.0 | 1.0 |
| 0.0 | 3.0 | 618 | 0.0 | 1.0 | 1.0 |
| 0.0 | 4.0 | 824 | 0.0 | 1.0 | 1.0 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-sa-4.0
- Created
- Dec 8, 2024
- Updated
- Dec 8, 2024