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palsp/distilbert-base-uncased-finetuned-imdb

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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distilbert-base-uncased-finetuned-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: 2.4892
  • —Model Preparation Time: 0.0009

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

Training results

Training LossEpochStepValidation LossModel Preparation Time
2.67321.01572.49810.0009
2.58492.03142.44750.0009
2.52493.04712.48150.0009

Framework versions

  • —Transformers 4.44.0
  • —Pytorch 2.4.0
  • —Datasets 2.20.0
  • —Tokenizers 0.19.1