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layoutlmv2-finetuned-cord – AI Model by katanaml | AlphaNeural AI

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katanaml/
layoutlmv2-finetuned-cord

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token-classification

generated_from_trainer

cc-by-nc-sa-4.0

autotrain_compatible

endpoints_compatible

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layoutlmv2-finetuned-cord

This model is a fine-tuned version of microsoft/layoutlmv2-base-uncased on 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: 3000
mixed_precision_training: Native AMP

Training results

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 1.18.4
Tokenizers 0.11.6