yelp_review_classifier

confusus/yelp_review_classifier

yelp_review_classifier is a text classification model from confusus. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

23% of all-time downloads

All-time downloads

118

Public

Parameters

108M

202 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors433 MB · 100%

At a glance

Task: Text Classification
Library: transformers
License: apache-2.0
Model type: bert
Access: Public
Created: Jun 11, 2025
Updated: Jun 12, 2025
SHA: 7af9f62a

Try a prompt

Base models

google-bert/bert-base-cased

Model card

From the Hugging Face model README

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: 0.7974
Accuracy: 0.6654

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: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.8737	1.0	81250	0.8881	0.6412
0.7586	2.0	162500	0.8153	0.6588
0.7261	3.0	243750	0.7974	0.6654

Framework versions

Transformers 4.44.2
Pytorch 2.5.1+cu118
Datasets 3.3.2
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
License: apache-2.0
Created: Jun 11, 2025
Updated: Jun 12, 2025