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NasimB/gpt2-dp-cl-log-rarity-10-220k-mod-datasets-rarity1-root3

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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gpt2-dp-cl-log-rarity-10-220k-mod-datasets-rarity1-root3

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

  • —Loss: 5.0160

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: 1
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
6.37490.065005.9206
5.08580.1110005.5611
4.79970.1715005.3578
4.61620.2220005.2320
4.47810.2825005.1532
4.36610.3430005.1006
4.26520.3935005.0590
4.1650.4540005.0351
4.07550.545005.0115
3.99380.5650004.9972
3.90250.6255004.9795
3.81970.6760004.9663
3.74150.7365004.9587
3.67710.7870004.9494
3.6220.8475004.9430
3.59180.980004.9422
3.57310.9585004.9403

Framework versions

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