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ish97/bert-finetuned-chunking-for-echo-reading

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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bert-finetuned-chunking-for-echo-reading

This model is a fine-tuned version of bert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3411
  • Precision: 0.0
  • Recall: 0.0
  • F1: 0.0
  • Accuracy: 0.875

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: 2e-05
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3

Training results

Training LossEpochStepValidation LossPrecisionRecallF1Accuracy
No log1.020.44900.00.00.00.875
No log2.040.36680.00.00.00.875
No log3.060.34110.00.00.00.875

Framework versions

  • Transformers 4.21.2
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1