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matovu-ronald/xlm-roberta-base-finetuned-panx-de

sourceHugging Facemitupdated 3y 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 xtreme dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1399
  • —F1: 0.8612

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
0.26081.05250.15400.8302
0.12632.010500.13250.8543
0.083.015750.13990.8612

Framework versions

  • —Transformers 4.37.0
  • —Pytorch 2.1.2
  • —Datasets 2.1.0
  • —Tokenizers 0.15.1