bert_base_train_book_ent_15p_b_cola – AI Model by gokulsrinivasagan | AlphaNeural AI

You can deploy this model and start earning money today!

gokulsrinivasagan/
bert_base_train_book_ent_15p_b_cola

like

0

text-classification

generated_from_trainer

gokulsrinivasagan/bert_base_train_book_ent_15p_b

autotrain_compatible

endpoints_compatible

Views

No views yet

bert_base_train_book_ent_15p_b_cola

This model is a fine-tuned version of gokulsrinivasagan/bert_base_train_book_ent_15p_b on the GLUE COLA dataset. It achieves the following results on the evaluation set:

Loss: 0.6169
Matthews Correlation: 0.0840
Accuracy: 0.6951

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: 256
eval_batch_size: 256
seed: 10
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation	Accuracy
0.6158	1.0	34	0.6169	0.0840	0.6951
0.5801	2.0	68	0.6284	0.1160	0.6922
0.4925	3.0	102	0.6418	0.1323	0.6865
0.3857	4.0	136	0.7267	0.2218	0.6951
0.2874	5.0	170	0.8331	0.1369	0.6683
0.2221	6.0	204	0.9631	0.1557	0.6740

Framework versions

Transformers 4.46.3
Pytorch 2.2.1+cu118
Datasets 3.1.0
Tokenizers 0.20.3