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elidle/indonesian-roberta-base-company-reputation-2

sourceHugging Facemitupdated 1y agoView on Hugging Face
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Model Card

NOTE: backup model kept so app potentially doesn't break, for actual model that is going to be used go to elidle/indonesian-roberta-base-company-reputation

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model1sentences

This model is a fine-tuned version of flax-community/indonesian-roberta-base on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.6418
  • —Accuracy: 0.8413
  • —F1: 0.8421

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
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 4
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossAccuracyF1
0.49061.034150.47510.81550.8197
0.3532.068300.52120.83910.8409
0.23843.0102450.65940.84570.8449
0.15744.0136600.92530.84350.8421

Framework versions

  • —Transformers 4.51.3
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.6.0
  • —Tokenizers 0.21.1