CoolFace
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oyounis/BERT-Autocorrector

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
2likes11downloads
Model Card

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model

This model is a fine-tuned version of Twitter/twhin-bert-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.0642

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: 1e-05
  • trainbatchsize: 16
  • evalbatchsize: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 5

Training results

Training LossEpochStepValidation Loss
2.40711.01502.2551
2.34372.03002.1579
2.07233.04502.0777
2.17944.06002.0741
2.08925.07502.0642

Framework versions

  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2