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cwtmyd/distilbert-base-uncased-fineturned-imdb

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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distilbert-base-uncased-fineturned-imdb

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: 2.3701

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: 64
  • —evalbatchsize: 64
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3.0
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
2.35051.03132.4010
2.48162.06262.3496
2.45393.09392.3805

Framework versions

  • —Transformers 4.38.1
  • —Pytorch 2.2.1
  • —Datasets 2.16.1
  • —Tokenizers 0.15.2