README.md

metadata

license: cc-by-nc-sa-4.0
tags:
  - generated_from_trainer
datasets:
  - katanaml/cord
model-index:
  - name: layoutlmv2-finetuned-cord
    results:
      - task:
          name: Token Classification
          type: token-classification
        dataset:
          name: katanaml/cord
          type: katanaml/cord
          args: katanaml/cord

layoutlmv2-finetuned-cord

This model is a fine-tuned version of microsoft/layoutlmv2-base-uncased on the CORD dataset.

Model description

Model implementation code Sparrow

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: 5e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• training_steps: 1500
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.17.0
• Pytorch 1.10.0+cu111
• Datasets 1.18.3
• Tokenizers 0.11.6