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bif02/operons_function_family_conservation_string

sourceHugging Facemitupdated 7mo agoView on Hugging Face
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Model Card

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operonsfunctionfamilyconservationstring

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

  • Loss: 0.3517
  • Accuracy: 0.8538

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 log1.02120.38380.8396
No log2.04240.36380.8514
0.41013.06360.35180.8538
0.41014.08480.34700.8467
0.31145.010600.37810.8455
0.31146.012720.40810.8443
0.31147.014840.44780.8325
0.25988.016960.47640.8384
0.25989.019080.52440.8196
0.191510.021200.56090.8325

Framework versions

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