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muhtasham/small-mlm-snli-from-scratch-custom-tokenizer

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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small-mlm-snli-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: 5.1728

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
6.0680.45005.8768
5.30590.810005.7852
5.06161.215005.6571
4.94741.620005.6746
4.85162.025005.6188
4.72032.430005.4950
4.5932.835005.4927
4.49663.240005.3213
4.37473.645005.2469
4.21364.050005.1728

Framework versions

  • —Transformers 4.26.0.dev0
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.8.1.dev0
  • —Tokenizers 0.13.2