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DmitryYarov/aristotle_csv3

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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aristotle_csv3

This model is a fine-tuned version of ai-forever/rugpt3small_based_on_gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 3.5019

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: 5e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 4
  • —totaltrainbatch_size: 32
  • —optimizer: Use OptimizerNames.ADAFACTOR and the args are: No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —num_epochs: 30
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
4.11391.02033.7183
3.55982.04063.4522
3.27623.06093.3321
3.00394.08123.3035
2.72395.010153.2801
2.48716.012183.3728
2.2777.014213.4348
2.10798.016243.5019

Framework versions

  • —Transformers 4.48.3
  • —Pytorch 2.5.1+cu124
  • —Datasets 3.3.0
  • —Tokenizers 0.21.0