kogpt2-base-v2-finetuned-klue-ner2

hyoni/kogpt2-base-v2-finetuned-klue-ner2

kogpt2-base-v2-finetuned-klue-ner2 is a token classification model from hyoni. 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 12, 2023
Updated: May 12, 2023
SHA: afabaa2f

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Datasets

klue

Model card

From the Hugging Face model README

kogpt2-base-v2-finetuned-klue-ner2

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: 0.4307
F1: 0.4047

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: 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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	F1
0.6164	1.0	1313	0.5407	0.2116
0.4128	2.0	2626	0.5157	0.2614
0.3186	3.0	3939	0.4291	0.3462
0.2514	4.0	5252	0.4261	0.3734
0.1989	5.0	6565	0.4307	0.4047

Framework versions

Transformers 4.29.1
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 12, 2023
Updated: May 12, 2023