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mateiaassAI/teacher_sst2

sourceHugging Facemitupdated 2y agoView on Hugging Face
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teacher_sst2

This model is a fine-tuned version of dumitrescustefan/bert-base-romanian-cased-v1 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5451
  • F1: 0.8648
  • Roc Auc: 0.8646
  • Accuracy: 0.8635

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: 1e-05
  • trainbatchsize: 64
  • evalbatchsize: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 8

Training results

Training LossEpochStepValidation LossF1Roc AucAccuracy
0.36691.010530.43990.82480.82380.8211
0.24332.021060.40430.84570.84580.8417
0.18113.031590.42680.86250.86220.8612
0.13734.042120.43590.85370.85450.8521
0.11575.052650.48120.86810.86840.8681
0.09496.063180.50030.86070.86040.8601
0.07747.073710.51420.86430.86410.8624
0.07138.084240.54510.86480.86460.8635

Framework versions

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