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mhr2004/roberta-large-anion-1e-06-256

sourceHugging Facemitupdated 2y agoView on Hugging Face
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roberta-large-anion-1e-06-256

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

  • Loss: 0.2359

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: 1e-06
  • trainbatchsize: 256
  • evalbatchsize: 256
  • 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: 30

Training results

Training LossEpochStepValidation Loss
0.70251.03580.4381
0.42222.07160.3365
0.34813.010740.3071
0.30884.014320.2723
0.29425.017900.2667
0.26926.021480.2565
0.24957.025060.2506
0.2318.028640.2441
0.21589.032220.2322
0.211810.035800.2333
0.201611.039380.2357
0.190912.042960.2359

Framework versions

  • Transformers 4.49.0
  • Pytorch 2.6.0+cu124
  • Datasets 3.3.2
  • Tokenizers 0.21.1