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Yuvrajg2107/roberta-base-cpp1

sourceHugging Facemitupdated 9mo agoView on Hugging Face
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Model Card

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roberta-base-cpp

This model is a fine-tuned version of FacebookAI/roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1043
  • —Accuracy: 0.9419

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: 2
  • —evalbatchsize: 16
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 4
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 1
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossAccuracy
0.12440.12510000.08420.931
0.08510.2520000.20410.7715
0.06320.37530000.16100.9123
0.05210.540000.09070.9224
0.04260.62550000.24470.8784
0.03410.7560000.06670.9641
0.02520.87570000.08720.957
0.01841.080000.10430.9419

Framework versions

  • —Transformers 4.57.1
  • —Pytorch 2.8.0+cu126
  • —Datasets 4.4.1
  • —Tokenizers 0.22.1