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muhtasham/tiny-mlm-glue-qqp-from-scratch-custom-tokenizer

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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tiny-mlm-glue-qqp-from-scratch-custom-tokenizer

This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 6.5630

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 Loss
8.87590.45008.0883
7.44970.810007.3157
6.85531.215007.0495
6.60041.620006.8851
6.45482.025006.7926
6.31222.430006.6611
6.27332.835006.6870
6.22713.240006.5846
6.1033.645006.5860
6.15454.050006.5630

Framework versions

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