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

sourceHugging Faceupdated 4y agoView on Hugging Face
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tiny-mlm-glue-rte-from-scratch-custom-tokenizer-target-glue-mnli

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

  • —Loss: 1.0087
  • —Accuracy: 0.4894

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 LossAccuracy
1.09770.045001.09430.3685
1.090.0810001.08800.3637
1.08720.1215001.08090.3874
1.06750.1620001.04750.4363
1.04370.225001.03200.4561
1.03360.2430001.02690.4584
1.02810.2935001.03010.4416
1.01940.3340001.01720.4727
1.01290.3745001.01190.4852
1.00660.4150001.00870.4894

Framework versions

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