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eminAydin/turkish-gpt2-mini-M2-cleaned-politics720k-10ep

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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turkish-gpt2-mini-M2-cleaned-politics720k-10ep

This model is a fine-tuned version of eminAydin/turkish-gpt2-mini-M0-cleaned-wiki720-10ep on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 4.1690

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: 8
  • —totaltrainbatch_size: 64
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —num_epochs: 10
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
4.84531.090704.6594
4.37032.0181414.4607
4.1863.0272124.3564
4.06294.0362834.2902
3.97035.0453544.2425
3.89776.0544254.2108
3.84237.0634964.1870
3.8028.0725674.1752
3.77639.0816374.1695
3.762810.0907004.1690

Framework versions

  • —Transformers 4.39.3
  • —Pytorch 2.1.2
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2