layoutlmv3-finetuned-receipt

This model is a fine-tuned version of microsoft/layoutlmv3-base on the generator dataset. It achieves the following results on the evaluation set:

• Loss: 0.1182

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: 1e-05
• train_batch_size: 4
• eval_batch_size: 4
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	163	0.1758
No log	2.0	326	0.1447
No log	3.0	489	0.1434
0.175	4.0	652	0.1190
0.175	5.0	815	0.1202
0.175	6.0	978	0.1245
0.0986	7.0	1141	0.1186
0.0986	8.0	1304	0.1182
0.0986	9.0	1467	0.1187
0.0738	10.0	1630	0.1196

Framework versions

• Transformers 4.41.0
• Pytorch 2.6.0+cu124
• Datasets 3.6.0
• Tokenizers 0.19.1