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abdiharyadi/roberta-base-indonesian-522M-with-sa-william-dataset

🤗 Hugging Face sourcetext-classificationmit126M params504 MBsafetensors✓ 7 checksumsupdated today
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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