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muhtasham/small-mlm-glue-qnli-from-scratch-custom-tokenizer

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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small-mlm-glue-qnli-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: 7.1291

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
7.9960.45007.6690
7.3210.810007.5126
7.19841.215007.4278
7.11721.620007.3421
7.04362.025007.2873
6.97772.430007.2495
6.94522.835007.2064
6.8553.240007.1517
6.80943.645007.0928
6.76024.050007.1291

Framework versions

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