CoolFace
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utkarshbelkhede/finbert-sec-10K

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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finbert

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2184
  • —Accuracy: 0.8947
  • —F1: 0.7370

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: 5e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 64
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossAccuracyF1
No log1.0200.37290.86470.4637
No log2.0400.26220.86470.5134
No log3.0600.21840.89470.7370

Framework versions

  • —Transformers 4.25.1
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.7.1
  • —Tokenizers 0.13.2