Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
bert-finetuned-cola – AI Model by Fah-d | AlphaNeural AI
You can deploy this model and start earning money today!
Fah-d
/
bert-finetuned-cola
like
0
transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
en
glue
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
bert-finetuned-mrpc
This model is a fine-tuned version of
bert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.1927
Matthews Correlation: 0.4810
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
glue cola dataset
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
Matthews Correlation
0.2742
1.0
1069
0.8391
0.4810
0.2018
2.0
2138
1.0347
0.4674
0.0966
3.0
3207
1.1927
0.4810
Framework versions
Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1
