layoutlmv3-finetuned_0.1.2

hmart824/layoutlmv3-finetuned_0.1.2

layoutlmv3-finetuned_0.1.2 is a token classification model from hmart824. Use it when you need labels on individual words, such as names. It is set up for transformers. 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

Task: Token Classification
Library: transformers
License: cc-by-nc-sa-4.0
Model type: layoutlmv3
Access: Public
Created: Jul 9, 2024
Updated: Jul 9, 2024
SHA: ac4b7007

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Base models

hmart824/layoutlmv3-finetuned_0.1.1

Model card

From the Hugging Face model README

layoutlmv3-finetuned_0.1.2

This model is a fine-tuned version of hmart824/layoutlmv3-finetuned_0.1.1 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2144

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: 2e-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: 3

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	24	0.3299
No log	2.0	48	0.2039
No log	3.0	72	0.2144

Framework versions

Transformers 4.42.3
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Task: Token Classification
Library: transformers
Type: layoutlmv3
License: cc-by-nc-sa-4.0
Created: Jul 9, 2024
Updated: Jul 9, 2024