bbc – AI Model by Kerz | AlphaNeural AI | AlphaNeural AI

You can deploy this model and start earning money today!

Kerz/
bbc

like

0

text-classification

generated_from_trainer

yelp_review_full

google-bert/bert-base-cased

autotrain_compatible

endpoints_compatible

Views

No views yet

bbc

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

Loss: 1.1692
Accuracy: 0.499

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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
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
No log	1.0	250	1.4265	0.391
1.4806	2.0	500	1.2233	0.458
1.4806	3.0	750	1.1692	0.499

Framework versions

Transformers 4.32.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.13.1
Tokenizers 0.13.3