readme: ---
  license: cc-by-nc-sa-4.0
  tags:
  - generated_from_trainer
  model-index:
  - name: lmv2-g-w2-300-doc-09-08
    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. -->
  
  # lmv2-g-w2-300-doc-09-08
  
  This model is a fine-tuned version of [microsoft/layoutlmv2-base-uncased](https://huggingface.co/microsoft/layoutlmv2-base-uncased) on the None dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.0262
  - Control Number Precision: 1.0
  - Control Number Recall: 1.0
  - Control Number F1: 1.0
  - Control Number Number: 17
  - Ein Precision: 1.0
  - Ein Recall: 0.9833
  - Ein F1: 0.9916
  - Ein Number: 60
  - Employee’s Address Precision: 0.9667
  - Employee’s Address Recall: 0.9831
  - Employee’s Address F1: 0.9748
  - Employee’s Address Number: 59
  - Employee’s Name Precision: 0.9833
  - Employee’s Name Recall: 1.0
  - Employee’s Name F1: 0.9916
  - Employee’s Name Number: 59
  - Employee’s Ssn Precision: 0.9836
  - Employee’s Ssn Recall: 1.0
  - Employee’s Ssn F1: 0.9917
  - Employee’s Ssn Number: 60
  - Employer’s Address Precision: 0.9833
  - Employer’s Address Recall: 0.9672
  - Employer’s Address F1: 0.9752
  - Employer’s Address Number: 61
  - Employer’s Name Precision: 0.9833
  - Employer’s Name Recall: 0.9833
  - Employer’s Name F1: 0.9833
  - Employer’s Name Number: 60
  - Federal Income Tax Withheld Precision: 1.0
  - Federal Income Tax Withheld Recall: 1.0
  - Federal Income Tax Withheld F1: 1.0
  - Federal Income Tax Withheld Number: 60
  - Medicare Tax Withheld Precision: 1.0
  - Medicare Tax Withheld Recall: 1.0
  - Medicare Tax Withheld F1: 1.0
  - Medicare Tax Withheld Number: 60
  - Medicare Wages Tips Precision: 1.0
  - Medicare Wages Tips Recall: 1.0
  - Medicare Wages Tips F1: 1.0
  - Medicare Wages Tips Number: 60
  - Social Security Tax Withheld Precision: 1.0
  - Social Security Tax Withheld Recall: 0.9836
  - Social Security Tax Withheld F1: 0.9917
  - Social Security Tax Withheld Number: 61
  - Social Security Wages Precision: 0.9833
  - Social Security Wages Recall: 1.0
  - Social Security Wages F1: 0.9916
  - Social Security Wages Number: 59
  - Wages Tips Precision: 1.0
  - Wages Tips Recall: 0.9836
  - Wages Tips F1: 0.9917
  - Wages Tips Number: 61
  - Overall Precision: 0.9905
  - Overall Recall: 0.9905
  - Overall F1: 0.9905
  - Overall Accuracy: 0.9973
  
  ## 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: 4e-05
  - train_batch_size: 1
  - eval_batch_size: 1
  - seed: 42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  - lr_scheduler_type: constant
  - num_epochs: 30
  
  ### Training results
  
  | Training Loss | Epoch | Step | Validation Loss | Control Number Precision | Control Number Recall | Control Number F1 | Control Number Number | Ein Precision | Ein Recall | Ein F1 | Ein Number | Employee’s Address Precision | Employee’s Address Recall | Employee’s Address F1 | Employee’s Address Number | Employee’s Name Precision | Employee’s Name Recall | Employee’s Name F1 | Employee’s Name Number | Employee’s Ssn Precision | Employee’s Ssn Recall | Employee’s Ssn F1 | Employee’s Ssn Number | Employer’s Address Precision | Employer’s Address Recall | Employer’s Address F1 | Employer’s Address Number | Employer’s Name Precision | Employer’s Name Recall | Employer’s Name F1 | Employer’s Name Number | Federal Income Tax Withheld Precision | Federal Income Tax Withheld Recall | Federal Income Tax Withheld F1 | Federal Income Tax Withheld Number | Medicare Tax Withheld Precision | Medicare Tax Withheld Recall | Medicare Tax Withheld F1 | Medicare Tax Withheld Number | Medicare Wages Tips Precision | Medicare Wages Tips Recall | Medicare Wages Tips F1 | Medicare Wages Tips Number | Social Security Tax Withheld Precision | Social Security Tax Withheld Recall | Social Security Tax Withheld F1 | Social Security Tax Withheld Number | Social Security Wages Precision | Social Security Wages Recall | Social Security Wages F1 | Social Security Wages Number | Wages Tips Precision | Wages Tips Recall | Wages Tips F1 | Wages Tips Number | Overall Precision | Overall Recall | Overall F1 | Overall Accuracy |
  |:-------------:|:-----:|:----:|:---------------:|:------------------------:|:---------------------:|:-----------------:|:---------------------:|:-------------:|:----------:|:------:|:----------:|:----------------------------:|:-------------------------:|:---------------------:|:-------------------------:|:-------------------------:|:----------------------:|:------------------:|:----------------------:|:------------------------:|:---------------------:|:-----------------:|:---------------------:|:----------------------------:|:-------------------------:|:---------------------:|:-------------------------:|:---------------