Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
results – AI Model by yunosuken | AlphaNeural AI
You can deploy this model and start earning money today!
yunosuken
/
results
like
0
transformers
pytorch
bert
text-classification
generated_from_trainer
tohoku-nlp/bert-large-japanese-v2
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
bert-large-japanease-v2-gpt4-relevance-learned
This model is a fine-tuned version of
cl-tohoku/bert-large-japanese-v2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 3.2693
Accuracy: 0.885
F1: 0.8788
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
3.3692
1.0
563
3.2122
0.872
0.8560
3.0963
2.0
1126
3.1045
0.866
0.8625
2.8698
3.0
1689
3.1410
0.882
0.8755
2.6212
4.0
2252
3.2119
0.876
0.8702
2.407
5.0
2815
3.2693
0.885
0.8788
Framework versions
Transformers 4.33.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
