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NasimB/bnc_spoken-gutenberg_fixed-notm-log-rarity-seed

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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bncspoken-gutenbergfixed-notm-log-rarity-seed

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

  • —Loss: 4.1480

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
6.35620.295005.3378
5.04850.5910004.9330
4.71380.8815004.6931
4.45721.1720004.5600
4.29931.4625004.4414
4.20611.7630004.3378
4.09472.0535004.2700
3.9042.3440004.2282
3.88362.6345004.1750
3.83322.9350004.1240
3.65143.2255004.1265
3.59953.5160004.0987
3.57993.865004.0673
3.47994.170004.0650
3.32954.3975004.0630
3.32464.6880004.0518
3.31374.9785004.0386
3.15845.2790004.0551
3.14445.5695004.0539
3.14465.85100004.0532

Framework versions

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