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NasimB/cbt-rarity-all-guten-rarity-all-end-19k-mixed

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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cbt-rarity-all-guten-rarity-all-end-19k-mixed

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

  • —Loss: 4.3203

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
6.70450.295005.6303
5.34510.5910005.2024
4.9930.8815004.9525
4.71451.1720004.7988
4.56131.4725004.6763
4.44891.7630004.5785
4.32872.0535004.4979
4.13532.3540004.4492
4.10692.6445004.3901
4.06762.9350004.3409
3.85753.2355004.3364
3.80713.5260004.3043
3.79483.8165004.2695
3.67474.1170004.2699
3.52474.475004.2635
3.52084.6980004.2499
3.50684.9985004.2371
3.33835.2890004.2509
3.3325.5895004.2494
3.33045.87100004.2487

Framework versions

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