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rpodaniel1/imdb-distilbert-head-only

sourceHugging Faceapache-2.0updated 6mo agoView on Hugging Face
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Model Card

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imdb-distilbert-head-only

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

  • Loss: 0.4142
  • Accuracy: 0.8225
  • F1 Macro: 0.8225

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: 32
  • evalbatchsize: 32
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lrschedulertype: linear
  • num_epochs: 2
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossAccuracyF1 Macro
0.46151.02500.44310.8110.8110
0.43932.05000.41420.82250.8225

Framework versions

  • Transformers 5.3.0
  • Pytorch 2.8.0+cu128
  • Datasets 4.8.3
  • Tokenizers 0.22.2