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muhtasham/small-mlm-rotten_tomatoes-from-scratch-custom-tokenizer-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-custom-tokenizer-target-rottentomatoes

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

  • —Loss: 1.7529
  • —Accuracy: 0.7120
  • —F1: 0.7119

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
0.63771.875000.54960.71110.7110
0.31123.7510000.74450.71580.7156
0.14945.6215001.08030.72610.7261
0.08577.4920001.62630.70540.7030
0.06059.3625001.85870.70450.7037
0.054811.2430001.75290.71200.7119

Framework versions

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