layoutlmv2_Kb_qa04

HEN10/layoutlmv2_Kb_qa04

layoutlmv2_Kb_qa04 is a document question answering model from HEN10. Use it for the document question answering task on the model card, and read the license before you ship it in a product. 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: Document Question Answering
Library: transformers
License: cc-by-nc-sa-4.0
Model type: layoutlmv2
Access: Public
Created: May 30, 2023
Updated: May 30, 2023
SHA: 633dfb3f

Model card

From the Hugging Face model README

layoutlmv2_Kb_qa04

This model is a fine-tuned version of microsoft/layoutlmv2-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 4.1587

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
2.9629	0.57	50	3.1486
2.5694	1.14	100	4.1441
2.331	1.7	150	3.4756
1.8442	2.27	200	4.1663
1.7225	2.84	250	4.1981
1.5666	3.41	300	4.2186
1.4984	3.98	350	4.1587

Framework versions

Transformers 4.29.2
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.12.1

Task: Document Question Answering
Library: transformers
Type: layoutlmv2
License: cc-by-nc-sa-4.0
Created: May 30, 2023
Updated: May 30, 2023