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bif02/operons_function_family_conservation_string_511145

sourceHugging Facemitupdated 7mo agoView on Hugging Face
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Model Card

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operonsfunctionfamilyconservationstring_511145

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

  • Loss: 0.3571
  • Accuracy: 0.8601

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: 3e-05
  • trainbatchsize: 32
  • evalbatchsize: 32
  • seed: 0
  • optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lrschedulertype: linear
  • num_epochs: 10

Training results

Training LossEpochStepValidation LossAccuracy
No log1.01610.40190.8374
No log2.03220.35730.8601
No log3.04830.38820.8497
0.41374.06440.37560.8269
0.41375.08050.37810.8374
0.41376.09660.34790.8531
0.34297.011270.38350.8514
0.34298.012880.36760.8479
0.34299.014490.36990.8514
0.307710.016100.37680.8357

Framework versions

  • Transformers 5.0.0
  • Pytorch 2.10.0+cu128
  • Datasets 4.0.0
  • Tokenizers 0.22.2