---
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
---

<!-- 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. -->

# layoutlmv2-finetuned-cord

This model is a fine-tuned version of [microsoft/layoutlmv2-base-uncased](https://huggingface.co/microsoft/layoutlmv2-base-uncased) on the CORD dataset.

## Model description

Model implementation code [Sparrow](https://github.com/katanaml/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