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NasimB/bnc_spoken_cbt_log_rarity-mixed-seed

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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bncspokencbtlograrity-mixed-seed

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

  • —Loss: 4.1428

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
6.36120.295005.3449
5.0570.5910004.9241
4.7190.8815004.7007
4.45721.1720004.5642
4.3131.4625004.4451
4.20781.7630004.3450
4.08932.0535004.2776
3.90662.3440004.2323
3.88112.6345004.1744
3.84492.9350004.1258
3.64443.2255004.1177
3.5993.5160004.0930
3.58653.8165004.0622
3.48174.170004.0622
3.32854.3975004.0593
3.32334.6880004.0477
3.31734.9885004.0366
3.15825.2790004.0495
3.14995.5695004.0489
3.14525.85100004.0490

Framework versions

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