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Lareb00/xlm-roberta-checkpoints

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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xlm-roberta-checkpoints

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6431
  • Accuracy: 0.7281
  • F1: 0.7264

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: 64
  • evalbatchsize: 64
  • seed: 42
  • gradientaccumulationsteps: 4
  • totaltrainbatch_size: 256
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepAccuracyF1Validation Loss
No log1.06680.72470.72430.6418
No log2.013360.73220.73160.6273
No log3.020040.64310.72810.7264

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.5.0+cu121
  • Datasets 3.0.2
  • Tokenizers 0.19.1