kogpt2-base-v2-finetuned-klue-ner

EE0/kogpt2-base-v2-finetuned-klue-ner

kogpt2-base-v2-finetuned-klue-ner is a token classification model from EE0. 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: gpt2
Access: Public
Created: May 2, 2023
Updated: May 7, 2023
SHA: 804dc4f7

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Datasets

klue

Model card

From the Hugging Face model README

kogpt2-base-v2-finetuned-klue-ner

This model is a fine-tuned version of skt/kogpt2-base-v2 on the klue dataset. It achieves the following results on the evaluation set:

Loss: 0.4138
F1: 0.4825

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: 24
eval_batch_size: 24
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	F1
0.6174	1.0	876	0.5515	0.3334
0.3878	2.0	1752	0.5132	0.3916
0.2756	3.0	2628	0.4138	0.4825

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Token Classification
Library: transformers
Type: gpt2
License: cc-by-nc-sa-4.0
Created: May 2, 2023
Updated: May 7, 2023