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PhysHunter/codeparrot-ds

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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codeparrot-ds

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

  • Loss: 2.1771

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: 32
  • evalbatchsize: 32
  • seed: 42
  • gradientaccumulationsteps: 8
  • totaltrainbatch_size: 256
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: cosine
  • lrschedulerwarmup_steps: 1000
  • num_epochs: 1

Training results

Training LossEpochStepValidation Loss
4.33520.3110002.9747
2.4170.6220002.3979
2.00980.9330002.1771

Framework versions

  • Transformers 4.30.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.13.1
  • Tokenizers 0.13.3