yelp_review_classifier – AI Model by learning-sponge | AlphaNeural AI

You can deploy this model and start earning money today!

learning-sponge/
yelp_review_classifier

like

0

text-classification

generated_from_trainer

google-bert/bert-base-cased

autotrain_compatible

endpoints_compatible

Views

No views yet

yelp_review_classifier

This model is a fine-tuned version of google-bert/bert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7297
Accuracy: 0.6957

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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.7179	1.0	10157	0.7128	0.6876
0.6464	2.0	20314	0.6999	0.6943
0.5326	3.0	30471	0.7297	0.6957

Framework versions

Transformers 4.51.1
Pytorch 2.5.1
Datasets 3.2.0
Tokenizers 0.21.1