generated_from_trainer

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

layoutlmv3-finetuned-cord_100

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

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:

Training results

Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
No log 4.17 250 1.0188 0.7447 0.7949 0.7690 0.8031
1.4061 8.33 500 0.5545 0.8420 0.8653 0.8535 0.8616
1.4061 12.5 750 0.4298 0.8884 0.9057 0.8970 0.9045
0.3563 16.67 1000 0.3477 0.9094 0.9244 0.9169 0.9295
0.3563 20.83 1250 0.3189 0.9137 0.9274 0.9205 0.9312
0.1617 25.0 1500 0.3189 0.9210 0.9341 0.9275 0.9393
0.1617 29.17 1750 0.3158 0.9096 0.9259 0.9177 0.9300
0.0942 33.33 2000 0.3198 0.9117 0.9274 0.9195 0.9283
0.0942 37.5 2250 0.3259 0.9112 0.9289 0.9199 0.9300
0.0674 41.67 2500 0.3248 0.9136 0.9259 0.9197 0.9253

Framework versions