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NasimB/cbt-rarity-all-end-p8k

sourceHugging Facemitupdated 3y agoView on Hugging Face
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cbt-rarity-all-end-p8k

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

  • —Loss: 4.3054

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: 6
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
6.6940.295005.6309
5.33470.5810005.2043
4.99650.8815004.9539
4.71141.1720004.8013
4.55911.4625004.6788
4.44721.7530004.5686
4.32252.0435004.4859
4.12462.3340004.4444
4.09842.6345004.3849
4.05412.9250004.3333
3.84983.2155004.3250
3.79463.560004.2926
3.78183.7965004.2596
3.69184.0870004.2579
3.50714.3875004.2527
3.51124.6780004.2387
3.49374.9685004.2265
3.34135.2590004.2384
3.31455.5495004.2374
3.31835.83100004.2366

Framework versions

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