klue-klue-bert-cult-classification

Definite/klue-klue-bert-cult-classification

klue-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 17, 2023
SHA: 07a963f7

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Base models

klue/bert-base

Model card

From the Hugging Face model README

klue-klue-bert-cult-classification

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

Loss: 0.0012
Accuracy: 0.9995

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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.0625	1.0	500	0.0012	0.9995
0.0005	2.0	1000	0.0012	0.9995

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 17, 2023