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danielkosyra/polynomial_2000_9e-4_32b_w0.08_cased

sourceHugging Facemitupdated 2y agoView on Hugging Face
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Model Card

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polynomial20009e-432bw0.08_cased

This model is a fine-tuned version of gpt2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 3.1523

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: 0.0009
  • trainbatchsize: 32
  • evalbatchsize: 32
  • seed: 42
  • gradientaccumulationsteps: 16
  • totaltrainbatch_size: 512
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: polynomial
  • lrschedulerwarmup_steps: 250
  • training_steps: 2000

Training results

Training LossEpochStepValidation Loss
6.33071.92032504.7026
3.84823.84065003.4062
3.05175.76097503.1624
2.70017.681210003.0874
2.43639.601512503.0764
2.216411.521815003.0995
2.017413.442217503.1357
1.85515.362520003.1523

Framework versions

  • Transformers 4.40.1
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1