Downloads · 30 days
31
57% of all-time downloads
unsmile_classifier_v1
kakao1513/unsmile_classifier_v1
unsmile_classifier_v1 is a text classification model from kakao1513. 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. --
All-time downloads
54
Public
Parameters
113M
452 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors452 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Jul 30, 2026
- Updated
- Jul 31, 2026
- SHA
- e7bb4609
Base models
Datasets
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. -->
unsmile_classifier_v1
This model is a fine-tuned version of monologg/koelectra-base-v3-discriminator on the smilegate-ai/kor_unsmile dataset. It achieves the following results on the evaluation set:
- Loss: 0.1510
- Toxic Macro F1: 0.7069
- Toxic Macro Precision: 0.7169
- Toxic Macro Recall: 0.6983
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: 2.907776989257978e-05
- train_batch_size: 8
- 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
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Toxic Macro F1 | Toxic Macro Precision | Toxic Macro Recall |
|---|---|---|---|---|---|---|
| 0.2589 | 1.0 | 1876 | 0.1953 | 0.5538 | 0.6405 | 0.5330 |
| 0.1518 | 2.0 | 3752 | 0.1503 | 0.6958 | 0.6986 | 0.6951 |
| 0.1101 | 3.0 | 5628 | 0.1510 | 0.7069 | 0.7169 | 0.6983 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.11.0+cu128
- Datasets 3.3.2
- Tokenizers 0.21.4
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Languages
- ko
- Created
- Jul 30, 2026
- Updated
- Jul 31, 2026