readme: ---
  tags:
  - generated_from_trainer
  model-index:
  - name: small-mlm-glue-cola-from-scratch-custom-tokenizer
    results: []
  ---
  
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
  should probably proofread and complete it, then remove this comment. -->
  
  # small-mlm-glue-cola-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: 5.6550
  
  ## 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
  - training_steps: 5000
  
  ### Training results
  
  | Training Loss | Epoch | Step | Validation Loss |
  |:-------------:|:-----:|:----:|:---------------:|
  | 6.8212        | 0.47  | 500  | 6.2788          |
  | 6.116         | 0.94  | 1000 | 6.1923          |
  | 5.9605        | 1.4   | 1500 | 6.1613          |
  | 5.7116        | 1.87  | 2000 | 6.1499          |
  | 5.6233        | 2.34  | 2500 | 6.0771          |
  | 5.5925        | 2.81  | 3000 | nan             |
  | 5.547         | 3.27  | 3500 | 5.9853          |
  | 5.3711        | 3.74  | 4000 | 5.7912          |
  | 5.3294        | 4.21  | 4500 | 5.7309          |
  | 5.2142        | 4.68  | 5000 | 5.6550          |
  
  
  ### Framework versions
  
  - Transformers 4.26.0.dev0
  - Pytorch 1.13.0+cu116
  - Datasets 2.8.1.dev0
  - Tokenizers 0.13.2
  