Layout-finetuned-fr-model-100instancesV1

AntonioTH/Layout-finetuned-fr-model-100instancesV1

Layout-finetuned-fr-model-100instancesV1 is a machine learning model from AntonioTH. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-sa-4.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: cc-by-nc-sa-4.0
Model type: layoutlmv2
Access: Public
Created: Jan 14, 2025
Updated: Jan 14, 2025
SHA: 5a451050

Base models

microsoft/layoutxlm-base

Model card

From the Hugging Face model README

Layout-finetuned-fr-model-100instancesV1

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

Loss: 0.0001

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: 4

Training results

Training Loss	Epoch	Step	Validation Loss
3.7885	0.4	10	0.9847
0.3999	0.8	20	0.0030
0.0031	1.2	30	0.0004
0.0009	1.6	40	0.0002
0.0004	2.0	50	0.0002
0.0004	2.4	60	0.0001
0.0003	2.8	70	0.0001
0.0003	3.2	80	0.0001
0.0003	3.6	90	0.0001
0.0003	4.0	100	0.0001

Framework versions

Transformers 4.38.2
Pytorch 2.4.1.post100
Datasets 3.2.0
Tokenizers 0.15.2

Type: layoutlmv2
License: cc-by-nc-sa-4.0
Created: Jan 14, 2025
Updated: Jan 14, 2025