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EdgarDev/instruct-aira-dataset-finetuned-imdb

sourceHugging Facemitupdated 2y agoView on Hugging Face
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instruct-aira-dataset-finetuned-imdb

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

  • Loss: 1.0390

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: linear
  • num_epochs: 3.0
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
1.38321.03661.1658
1.19682.07321.0905
1.14643.010981.0390

Framework versions

  • Transformers 4.41.0
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1