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gabrielyang/
finance_news_classifier-KR_v7

Name: finance_news_classifier-KR_v7
Availability: InStock

generated_from_trainer

autotrain_compatible

endpoints_compatible

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finance_news_classifier-KR_v7

This model is a fine-tuned version of Hyeonseo/ko-finance_news_classifier on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2265
Accuracy: 0.9701

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	243	0.1994	0.9608
No log	2.0	486	0.1584	0.9660
0.1793	3.0	729	0.2011	0.9557
0.1793	4.0	972	0.2214	0.9629
0.085	5.0	1215	0.2885	0.9526
0.085	6.0	1458	0.2288	0.9660
0.0365	7.0	1701	0.2512	0.9619
0.0365	8.0	1944	0.2201	0.9670
0.0178	9.0	2187	0.2621	0.9598
0.0178	10.0	2430	0.2265	0.9701

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3

gabrielyang/finance_news_classifier-KR_v7

finance_news_classifier-KR_v7

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

gabrielyang/
finance_news_classifier-KR_v7