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biblo-koelectra-V1.1
vanguard-huggingface/biblo-koelectra-V1.1
biblo-koelectra-V1.1 is a text classification model from vanguard-huggingface. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Apr 15, 2025
- Updated
- Apr 15, 2025
- SHA
- 0d153fe5
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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. -->
biblo-koelectra-V1.1
This model is a fine-tuned version of vanguard-huggingface/biblo-koelectra-V1.0 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4439
- Accuracy: 1.0
- F1: 1.0
- Precision: 1.0
- Recall: 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: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- 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
- lr_scheduler_warmup_steps: 200
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 1.6397 | 1.0 | 10 | 1.6922 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2497 | 2.0 | 20 | 0.9809 | 0.6757 | 0.8065 | 1.0 | 0.6757 |
| 0.7019 | 3.0 | 30 | 0.4439 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.393 | 4.0 | 40 | 0.2719 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.268 | 5.0 | 50 | 0.1639 | 1.0 | 1.0 | 1.0 | 1.0 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.6.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Created
- Apr 15, 2025
- Updated
- Apr 15, 2025