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NasimB/cbt-guten-rarity-all-est-2p5k-guten

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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cbt-guten-rarity-all-est-2p5k-guten

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

  • —Loss: 4.1100

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: 64
  • —evalbatchsize: 64
  • —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
6.33760.295005.3378
5.03470.5910004.9236
4.70520.8815004.6938
4.45061.1720004.5584
4.29671.4725004.4305
4.19381.7630004.3307
4.0792.0535004.2585
3.8952.3540004.2084
3.87222.6445004.1495
3.82452.9350004.1026
3.63393.2355004.0968
3.59093.5260004.0698
3.57553.8165004.0402
3.46684.1170004.0409
3.31944.475004.0353
3.31964.6980004.0179
3.30884.9985004.0070
3.14885.2890004.0193
3.14295.5895004.0183
3.14025.87100004.0178

Framework versions

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