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Bryan032/roberta-name-change-classificationV2

sourceHugging Facemitupdated 2y agoView on Hugging Face
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Model Card

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results

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

  • —Loss: 0.1111

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: 3e-05
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: cosinewithrestarts
  • —lrschedulerwarmup_steps: 100
  • —num_epochs: 15

Training results

Training LossEpochStepValidation Loss
No log1.050.7008
0.70732.0100.6986
0.70733.0150.6963
0.69974.0200.6932
0.69975.0250.6905
0.69086.0300.6883
0.69087.0350.6850
0.69138.0400.6774
0.69139.0450.6455
0.624810.0500.4880
0.624811.0550.3243
0.391712.0600.3306
0.391713.0650.1483
0.141714.0700.1215
0.141715.0750.1111

Framework versions

  • —Transformers 4.47.1
  • —Pytorch 2.5.1+cu121
  • —Datasets 3.2.0
  • —Tokenizers 0.21.0