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yelp_review_classifier – AI Model by zsc282797 | AlphaNeural AI
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zsc282797
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yelp_review_classifier
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transformers
safetensors
bert
text-classification
generated_from_trainer
google-bert/bert-base-cased
finetune
apache-2.0
endpoints_compatible
us
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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: 0.8880
Accuracy: 0.6310
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_FUSED 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
0.9835
1.0
81250
1.0301
0.5952
0.8697
2.0
162500
1.1348
0.5632
0.8440
3.0
243750
0.8880
0.6310
Framework versions
Transformers 5.0.0
Pytorch 2.10.0+cu130
Datasets 4.5.0
Tokenizers 0.22.2
