first-test-layoutlmv3-finetuned-invoice – AI Model by smitbutle | AlphaNeural AI

You can deploy this model and start earning money today!

smitbutle/
first-test-layoutlmv3-finetuned-invoice

like

0

token-classification

generated_from_trainer

microsoft/layoutlmv3-base

cc-by-nc-sa-4.0

autotrain_compatible

endpoints_compatible

Views

No views yet

layoutlmv3-finetuned-invoice

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

Loss: 2.1320
Precision: 0.0104
Recall: 0.0203
F1: 0.0138
Accuracy: 0.6785

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: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	0.01	1	2.3858	0.0114	0.0649	0.0194	0.1904
No log	0.02	2	2.2795	0.0108	0.0527	0.0180	0.3240
No log	0.03	3	2.2072	0.0131	0.0446	0.0203	0.5155
No log	0.04	4	2.1575	0.0103	0.0243	0.0145	0.6345
No log	0.05	5	2.1320	0.0104	0.0203	0.0138	0.6785

Framework versions

Transformers 4.35.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.14.6
Tokenizers 0.14.1