sts_klue_roberta_large_ep5_ckpt – AI Model by ys7yoo | AlphaNeural AI

You can deploy this model and start earning money today!

ys7yoo/
sts_klue_roberta_large_ep5_ckpt

like

0

text-classification

generated_from_trainer

klue/roberta-large

autotrain_compatible

endpoints_compatible

Views

No views yet

sts_klue_roberta_large_ep5_ckpt

This model is a fine-tuned version of klue/roberta-large on the klue dataset. It achieves the following results on the evaluation set:

Loss: 0.3633
Mse: 0.3633
Mae: 0.4492
R2: 0.8336

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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Mse	Mae	R2
1.1257	1.0	183	0.9606	0.9606	0.7609	0.5601
0.1867	2.0	366	0.4631	0.4631	0.5015	0.7879
0.1135	3.0	549	0.3242	0.3242	0.4207	0.8515
0.0742	4.0	732	0.3815	0.3815	0.4613	0.8253
0.0471	5.0	915	0.3633	0.3633	0.4492	0.8336

Framework versions

Transformers 4.33.1
Pytorch 2.0.1+cu117
Datasets 2.13.0
Tokenizers 0.13.3