TekDocumentQuestionAnswering_V3

This model is a fine-tuned version of microsoft/layoutlmv2-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 3.3225

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: 5e-05
• train_batch_size: 4
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 20

Training results

Training Loss	Epoch	Step	Validation Loss
4.6588	6.25	50	3.7323
3.6894	12.5	100	3.4240
3.472	18.75	150	3.3225

Framework versions

• Transformers 4.33.2
• Pytorch 2.0.1+cpu
• Datasets 2.14.5
• Tokenizers 0.13.3