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scb-finetune-wangchan2
jab11769/scb-finetune-wangchan2
scb-finetune-wangchan2 is a text classification model from jab11769. 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
- camembert
- Access
- Public
- Created
- May 7, 2025
- Updated
- May 7, 2025
- SHA
- 70db3649
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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. -->
scb-finetune-wangchan2
This model is a fine-tuned version of airesearch/wangchanberta-base-att-spm-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0418
- Accuracy: 0.4519
- Precision: 0.3800
- Recall: 0.4519
- F1: 0.4062
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: 2e-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
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 15 | 1.0545 | 0.4038 | 0.3717 | 0.4038 | 0.3358 |
| No log | 2.0 | 30 | 1.0483 | 0.4615 | 0.6371 | 0.4615 | 0.4025 |
| No log | 3.0 | 45 | 1.0201 | 0.4904 | 0.3942 | 0.4904 | 0.4353 |
| No log | 4.0 | 60 | 1.0341 | 0.4808 | 0.4166 | 0.4808 | 0.4094 |
| No log | 5.0 | 75 | 1.0440 | 0.4519 | 0.3688 | 0.4519 | 0.4029 |
| No log | 6.0 | 90 | 1.0397 | 0.4808 | 0.4065 | 0.4808 | 0.4349 |
| No log | 7.0 | 105 | 1.0341 | 0.4615 | 0.3795 | 0.4615 | 0.4158 |
| No log | 8.0 | 120 | 1.0418 | 0.4519 | 0.3800 | 0.4519 | 0.4062 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.1
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- Created
- May 7, 2025
- Updated
- May 7, 2025