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Mediocre-Judge/my_mind_classifier_BertMini

sourceHugging Facemitupdated 2y agoView on Hugging Face
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mymindclassifier_BertMini

This model is a fine-tuned version of prajjwal1/bert-mini on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4530
  • Accuracy: 0.8620
  • Precision: 0.8578
  • Recall: 0.8620
  • F1: 0.8599

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: 64
  • evalbatchsize: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 2

Training results

Training LossEpochStepValidation LossAccuracyPrecisionRecallF1
0.61791.090240.55880.83030.82720.83030.8288
0.49732.0180480.45300.86200.85780.86200.8599

Framework versions

  • Transformers 4.45.1
  • Pytorch 2.4.0
  • Datasets 3.0.1
  • Tokenizers 0.20.0