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RaZiX/xlm-roberta-csfd-50

sourceHugging Facemitupdated 1y agoView on Hugging Face
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xlm-roberta-csfd-50

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

  • —Loss: 0.4416
  • —Accuracy: 0.8869
  • —F1: 0.8885
  • —Precision: 0.8945
  • —Recall: 0.8869

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: 12
  • —evalbatchsize: 12
  • —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: 5

Training results

Training LossEpochStepValidation LossAccuracyF1PrecisionRecall
2.30231.014591.17550.71680.70330.75810.7168
0.90862.029180.68940.82850.83090.84650.8285
0.49163.043770.54830.84990.85330.86910.8499
0.25774.058360.45930.87950.88090.88840.8795
0.15515.072950.44160.88690.88850.89450.8869

Framework versions

  • —Transformers 4.48.3
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.4.0
  • —Tokenizers 0.21.1