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photonmz/xlm-roberta-base-finetuned-panx-all

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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xlm-roberta-base-finetuned-panx-all

This model is a fine-tuned version of xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1466
  • —F1: 0.8656

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
0.2331.07150.16390.8234
0.10162.014300.14350.8577
0.05813.021450.14660.8656

Framework versions

  • —Transformers 4.16.2
  • —Pytorch 2.0.1+cu118
  • —Datasets 1.16.1
  • —Tokenizers 0.13.3