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muhtasham/tiny-mlm-glue-mnli-from-scratch-custom-tokenizer-target-glue-mrpc

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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tiny-mlm-glue-mnli-from-scratch-custom-tokenizer-target-glue-mrpc

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

  • —Loss: 1.6245
  • —Accuracy: 0.6201
  • —F1: 0.6990

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
0.63214.355000.61070.68380.8122
0.54818.710000.62080.69360.7941
0.320713.0415000.87990.62750.696
0.173817.3920001.20270.63480.7162
0.113321.7425001.62450.62010.6990

Framework versions

  • —Transformers 4.26.0.dev0
  • —Pytorch 1.13.0+cu116
  • —Datasets 2.8.1.dev0
  • —Tokenizers 0.13.2