layoutlmv3-testCUSTOMds09_02 – AI Model by eliascc5 | AlphaNeural AI

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eliascc5/
layoutlmv3-testCUSTOMds09_02

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token-classification

generated_from_trainer

microsoft/layoutlmv3-base

cc-by-nc-sa-4.0

autotrain_compatible

endpoints_compatible

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layoutlmv3-testCUSTOMds09_02

This model is a fine-tuned version of microsoft/layoutlmv3-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0000
Precision: 1.0
Recall: 1.0
F1: 1.0
Accuracy: 1.0

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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 1000

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.25	100	0.0005	1.0	1.0	1.0	1.0
No log	2.5	200	0.0001	1.0	1.0	1.0	1.0
No log	3.75	300	0.0001	1.0	1.0	1.0	1.0
No log	5.0	400	0.0000	1.0	1.0	1.0	1.0
0.0185	6.25	500	0.0000	1.0	1.0	1.0	1.0
0.0185	7.5	600	0.0000	1.0	1.0	1.0	1.0
0.0185	8.75	700	0.0000	1.0	1.0	1.0	1.0
0.0185	10.0	800	0.0000	1.0	1.0	1.0	1.0
0.0185	11.25	900	0.0000	1.0	1.0	1.0	1.0
0.0001	12.5	1000	0.0000	1.0	1.0	1.0	1.0

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.17.0
Tokenizers 0.15.1