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rorschach-40/home-batch_11_2000-text-classification

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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home-batch112000-text-classification

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6945
  • Precision: 0.7708
  • Recall: 0.9487
  • F1: 0.8506

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: 0.0003
  • trainbatchsize: 10
  • evalbatchsize: 10
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3

Training results

Training LossEpochStepValidation LossPrecisionRecallF1
No log1.0240.52730.76600.92310.8372
No log2.0480.58860.78260.92310.8471
No log3.0720.69450.77080.94870.8506

Framework versions

  • Transformers 4.37.2
  • Pytorch 2.2.0+cu121
  • Datasets 2.17.1
  • Tokenizers 0.15.2