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muhtasham/small-mlm-rotten_tomatoes-from-scratch-target-rotten_tomatoes

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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small-mlm-rottentomatoes-from-scratch-target-rottentomatoes

This model is a fine-tuned version of muhtasham/small-mlm-rotten_tomatoes-from-scratch on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.6127
  • —Accuracy: 0.7289
  • —F1: 0.7272

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: 3e-05
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: constant
  • —training_steps: 5000

Training results

Training LossEpochStepValidation LossAccuracyF1
0.61921.875000.55840.73360.7316
0.33873.7510000.65040.75050.7493
0.1925.6215000.99890.71860.7142
0.11377.4920001.35380.71860.7132
0.07679.3625001.61270.72890.7272

Framework versions

  • —Transformers 4.26.0.dev0
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.8.1.dev0
  • —Tokenizers 0.13.2