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NasimB/cbt-rarity-all-p8k-new-loop-4-pad

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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cbt-rarity-all-p8k-new-loop-4-pad

This model is a fine-tuned version of gpt2 on the generator dataset. It achieves the following results on the evaluation set:

  • —Loss: 4.0928

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: 0.0005
  • —trainbatchsize: 96
  • —evalbatchsize: 96
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —lrschedulerwarmup_steps: 1000
  • —num_epochs: 6
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
6.25010.445005.2101
4.88580.8710004.7710
4.49141.3115004.5271
4.27651.7520004.3635
4.06362.1925004.2561
3.91512.6230004.1691
3.81773.0635004.1096
3.61433.540004.0756
3.59953.9445004.0220
3.37924.3750004.0261
3.34394.8155004.0032
3.23165.2560004.0074
3.15855.6965004.0048

Framework versions

  • —Transformers 4.26.1
  • —Pytorch 1.11.0+cu113
  • —Datasets 2.13.0
  • —Tokenizers 0.13.3