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stefanieZ/xlm-roberta-base-finetuned-germeval-14

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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xlm-roberta-base-finetuned-panx-de

This model is a fine-tuned version of xlm-roberta-base on the germeval_14 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0744
  • —F1: 0.8588

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: 5e-05
  • —trainbatchsize: 24
  • —evalbatchsize: 24
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossF1
0.12611.010000.07690.8335
0.05552.020000.06790.8568
0.03293.030000.07440.8588

Framework versions

  • —Transformers 4.26.0
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.8.0
  • —Tokenizers 0.13.2