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roberta-base-indonesian-522M-with-sa-william-dataset
abdiharyadi/roberta-base-indonesian-522M-with-sa-william-dataset
roberta-base-indonesian-522M-with-sa-william-dataset is a text classification model from abdiharyadi. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Mar 20, 2024
- Updated
- Mar 20, 2024
- SHA
- d363e06e
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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-indonesian-522M-with-sa-william-dataset
This model is a fine-tuned version of cahya/roberta-base-indonesian-522M on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0934
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2392 | 1.0 | 65 | 0.1149 |
| 0.1242 | 2.0 | 130 | 0.1343 |
| 0.0749 | 3.0 | 195 | 0.0934 |
| 0.0522 | 4.0 | 260 | 0.2300 |
| 0.0333 | 5.0 | 325 | 0.2182 |
| 0.027 | 6.0 | 390 | 0.1472 |
| 0.0115 | 7.0 | 455 | 0.1757 |
| 0.0162 | 8.0 | 520 | 0.1539 |
| 0.0219 | 9.0 | 585 | 0.1905 |
| 0.0084 | 10.0 | 650 | 0.1709 |
| 0.0014 | 11.0 | 715 | 0.2220 |
| 0.0004 | 12.0 | 780 | 0.2575 |
| 0.0002 | 13.0 | 845 | 0.2390 |
| 0.0 | 14.0 | 910 | 0.2316 |
| 0.0 | 15.0 | 975 | 0.2333 |
| 0.0 | 16.0 | 1040 | 0.2346 |
| 0.0 | 17.0 | 1105 | 0.2357 |
| 0.0 | 18.0 | 1170 | 0.2366 |
| 0.0 | 19.0 | 1235 | 0.2371 |
| 0.0 | 20.0 | 1300 | 0.2372 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Mar 20, 2024
- Updated
- Mar 20, 2024