bert_base_km_50_v1_cola – AI Model by Hartunka | AlphaNeural AI

You can deploy this model and start earning money today!

Hartunka/
bert_base_km_50_v1_cola

like

0

text-classification

generated_from_trainer

Hartunka/bert_base_km_50_v1

autotrain_compatible

endpoints_compatible

Views

No views yet

bert_base_km_50_v1_cola

This model is a fine-tuned version of Hartunka/bert_base_km_50_v1 on the GLUE COLA dataset. It achieves the following results on the evaluation set:

Loss: 0.6189
Matthews Correlation: 0.0
Accuracy: 0.6913

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
0.617	1.0	34	0.6189	0.0	0.6913
0.5996	2.0	68	0.6232	0.0593	0.6932
0.5631	3.0	102	0.6375	-0.0024	0.6606
0.499	4.0	136	0.6979	0.0576	0.6711
0.4187	5.0	170	0.7206	0.1145	0.6558
0.3434	6.0	204	0.8469	0.0852	0.6424

Framework versions

Transformers 4.50.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.21.1