Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
sts_klue_roberta_large_ep3_ckpt – AI Model by ys7yoo | AlphaNeural AI
You can deploy this model and start earning money today!
ys7yoo
/
sts_klue_roberta_large_ep3_ckpt
like
0
transformers
pytorch
roberta
text-classification
generated_from_trainer
klue
klue/roberta-large
finetune
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
sts_klue_roberta_large_ep3_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: 0.3655
Mse: 0.3655
Mae: 0.4543
R2: 0.8326
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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Mse
Mae
R2
0.8931
1.0
183
0.9154
0.9154
0.7299
0.5808
0.1687
2.0
366
0.3683
0.3683
0.4665
0.8314
0.0959
3.0
549
0.3655
0.3655
0.4543
0.8326
Framework versions
Transformers 4.33.1
Pytorch 2.0.1+cu117
Datasets 2.13.0
Tokenizers 0.13.3
