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gokulsrinivasagan/bert_train_book_ent_15p_mid

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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berttrainbookent15p_mid

This model is a fine-tuned version of distilbert-base-uncased on the gokulsrinivasagan/processed_wikitext-103-raw-v1-ld dataset. It achieves the following results on the evaluation set:

  • —Loss: 7.1271
  • —Accuracy: 0.0599

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: 0.0001
  • —trainbatchsize: 160
  • —evalbatchsize: 160
  • —seed: 10
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 10000
  • —num_epochs: 25

Training results

Training LossEpochStepValidation LossAccuracy
7.16436.9979100007.13700.0599
7.161413.9958200007.12710.0599
7.162120.9937300007.12940.0599

Framework versions

  • —Transformers 4.51.2
  • —Pytorch 2.6.0+cu126
  • —Datasets 3.5.0
  • —Tokenizers 0.21.1