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mpsb00/ECHR_test_2

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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ECHRtest2

This model is a fine-tuned version of prajjwal1/bert-tiny on the lex_glue dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2487
  • Macro-f1: 0.4052
  • Micro-f1: 0.5660

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: 0.001
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 1
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossMacro-f1Micro-f1
0.20560.445000.28460.33350.4763
0.16980.8910000.24870.40520.5660

Framework versions

  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1