Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
Bert_Classifier – AI Model by stunglan | AlphaNeural AI
You can deploy this model and start earning money today!
stunglan
/
Bert_Classifier
like
0
transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
yelp_review_full
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Bert_Classifier
This model is a fine-tuned version of
bert-base-cased
on the yelp_review_full dataset. It achieves the following results on the evaluation set:
Loss: 1.9115
Accuracy: 0.56
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
188
1.4208
0.5667
No log
2.0
376
1.4325
0.5733
0.3995
3.0
564
1.9115
0.56
Framework versions
Transformers 4.21.3
Pytorch 1.12.1+cu113
Datasets 2.4.0
Tokenizers 0.12.1
