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

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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tiny-mlm-glue-stsb-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: 7.2837

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
8.88370.75008.1916
7.70171.3910007.6245
7.26992.0915007.3292
7.05222.7820007.3882
7.06163.4825007.2582
6.94784.1730007.2783
6.88884.8735007.1588
6.88165.5640007.2253
6.81696.2645007.2205
6.79116.9550007.2837

Framework versions

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