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Edgar-00/Models-RoBERTa-1715659330.632454

sourceHugging Facemitupdated 2y agoView on Hugging Face
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Models-RoBERTa-1715659330.632454

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

  • —Loss: 0.2353
  • —Accuracy: 0.919

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: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 2

Training results

Training LossEpochStepValidation LossAccuracy
0.30340.2530680.24850.902
0.25980.561360.25060.906
0.24410.7592040.23210.912
0.23341.0122720.20650.913
0.18251.25153400.21890.91
0.17641.5184080.24880.916
0.1721.75214760.24100.916
0.1682.0245440.23530.919

Framework versions

  • —Transformers 4.40.2
  • —Pytorch 2.2.1+cu121
  • —Datasets 2.19.1
  • —Tokenizers 0.19.1