yelp_review_classifier – AI Model by jj09 | AlphaNeural AI

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jj09/
yelp_review_classifier

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text-classification

generated_from_trainer

google-bert/bert-base-cased

autotrain_compatible

endpoints_compatible

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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: 1.0500
Accuracy: 0.583

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: Use 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
No log	1.0	125	1.1068	0.532
No log	2.0	250	1.0124	0.576
No log	3.0	375	1.0500	0.583

Framework versions

Transformers 4.50.3
Pytorch 2.6.0
Datasets 2.21.0
Tokenizers 0.21.1