klue-bert-cult-classification

Definite/klue-bert-cult-classification

klue-bert-cult-classification is a text classification model from Definite. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-sa-4.0.

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

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At a glance

Task: Text Classification
Library: transformers
License: cc-by-sa-4.0
Model type: bert
Access: Public
Created: Nov 16, 2023
Updated: Nov 21, 2023
SHA: 85d7e62c

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Base models

Definite/klue-bert-mlm-bible

Model card

From the Hugging Face model README

klue-bert-cult-classification

This model is a fine-tuned version of Definite/klue-bert-mlm-bible on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0816
Accuracy: 0.988

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	313	0.1386	0.984
0.0203	2.0	626	0.0910	0.9853
0.0203	3.0	939	0.0745	0.989
0.0031	4.0	1252	0.0900	0.9877
0.0004	5.0	1565	0.0823	0.988
0.0004	6.0	1878	0.0816	0.988

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0

Task: Text Classification
Library: transformers
Type: bert
License: cc-by-sa-4.0
Created: Nov 16, 2023
Updated: Nov 21, 2023