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muhtasham/small-mlm-glue-mrpc-custom-tokenizer-target-glue-mrpc

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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small-mlm-glue-mrpc-custom-tokenizer-target-glue-mrpc

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

  • —Loss: 1.9134
  • —Accuracy: 0.7426
  • —F1: 0.8331

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
0.46184.355000.75460.74510.8278
0.15148.710001.52070.72300.8243
0.06813.0415001.66130.73280.8180
0.035817.3920001.91340.74260.8331

Framework versions

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