mlm-20230405-002-4 / README.md
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metadata
license: mit
tags:
  - generated_from_trainer
model-index:
  - name: mlm-20230405-002-4
    results: []
datasets:
  - intanm/indonesian_financial_statements

mlm-20230405-002-4

This model is a fine-tuned version of indobenchmark/indobert-base-p1 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9203

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: 8
  • eval_batch_size: 8
  • 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
No log 1.0 284 4.0646
4.7247 2.0 568 3.3108
4.7247 3.0 852 3.0008
3.1652 4.0 1136 2.7421
3.1652 5.0 1420 2.5398
2.6664 6.0 1704 2.4601
2.6664 7.0 1988 2.3281
2.4079 8.0 2272 2.2595
2.235 9.0 2556 2.2096
2.235 10.0 2840 2.1656
2.1012 11.0 3124 2.1208
2.1012 12.0 3408 2.0601
1.9958 13.0 3692 2.0032
1.9958 14.0 3976 2.0479
1.9279 15.0 4260 1.9541
1.8739 16.0 4544 1.9563
1.8739 17.0 4828 1.9444
1.8358 18.0 5112 1.9108
1.8358 19.0 5396 1.9408
1.8018 20.0 5680 1.9278

Framework versions

  • Transformers 4.27.4
  • Pytorch 2.0.0+cu118
  • Datasets 2.11.0
  • Tokenizers 0.13.3