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sercetexam9/afro-xlmr-base-vmw-MICRO-finetuned-augmentation-LUNAR-TAPT-macro

sourceHugging Facemitupdated 2y agoView on Hugging Face
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afro-xlmr-base-vmw-MICRO-finetuned-augmentation-LUNAR-TAPT-macro

This model is a fine-tuned version of sercetexam9/afro-xlmr-base-vmw-MICRO on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2140
  • —F1: 0.3055
  • —Roc Auc: 0.6225
  • —Accuracy: 0.6820

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: 2e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —lrschedulerwarmup_steps: 100
  • —num_epochs: 20

Training results

Training LossEpochStepValidation LossF1Roc AucAccuracy
0.08421.01690.21400.30550.62250.6820
0.07532.03380.21550.28800.60160.7028
0.06293.05070.23210.29550.61380.6657
0.08054.06760.23920.28330.60750.6627
0.05775.08450.23200.29680.61550.6880

Framework versions

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