coca-cola

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

• Loss: 1.2414
• Matthews Correlation: 0.5428

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Use OptimizerNames.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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
0.1477	1.0	1069	0.9112	0.5214
0.1043	2.0	2138	0.9685	0.5576
0.0617	3.0	3207	1.2414	0.5428

Framework versions

• Transformers 4.54.1
• Pytorch 2.6.0+cu118
• Datasets 3.6.0
• Tokenizers 0.21.1