Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
yelp-model-3k-10layer-2Epoch – AI Model by mogmyij | AlphaNeural AI
You can deploy this model and start earning money today!
mogmyij
/
yelp-model-3k-10layer-2Epoch
like
0
transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
google-bert/bert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
yelp-model-3k-10layer-2Epoch
This model is a fine-tuned version of
google-bert/bert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9110
Accuracy: 0.621
F1: 0.6234
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: 2e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
1.2105
1.0
750
0.9514
0.568
0.5749
0.7477
2.0
1500
0.9110
0.621
0.6234
Framework versions
Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2
