yelp_review_classifier_version2 – AI Model by NguyenDuyPhuc | AlphaNeural AI

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NguyenDuyPhuc/
yelp_review_classifier_version2

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text-classification

generated_from_trainer

google-bert/bert-base-cased

text-embeddings-inference

endpoints_compatible

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yelp_review_classifier_version2

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: 1.0464
Accuracy: 0.599

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 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
No log	1.0	125	1.0504	0.566
No log	2.0	250	1.0302	0.56
No log	3.0	375	1.0464	0.599

Framework versions

Transformers 4.56.2
Pytorch 2.5.1
Datasets 4.1.1
Tokenizers 0.22.1