tiny-mlm-glue-cola / README.md
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metadata
license: apache-2.0
tags:
  - generated_from_trainer
base_model: google/bert_uncased_L-2_H-128_A-2
model-index:
  - name: tiny-mlm-glue-cola
    results: []

tiny-mlm-glue-cola

This model is a fine-tuned version of google/bert_uncased_L-2_H-128_A-2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: nan

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
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • num_epochs: 200

Training results

Training Loss Epoch Step Validation Loss
4.2428 0.47 500 3.7383
4.0764 0.94 1000 3.6771
3.8781 1.4 1500 3.5846
3.8168 1.87 2000 3.6091
3.6486 2.34 2500 3.6647
3.7452 2.81 3000 nan

Framework versions

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