You can deploy this model and start earning money today!

AnonymousCS/
populism_classifier_048

Views

No views yet

populism_classifier_048

This model is a fine-tuned version of google-bert/bert-base-multilingual-uncased on the None dataset. It achieves the following results on the evaluation set:

More information needed

More information needed

More information needed

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 20
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy	1-f1	1-recall	1-precision	Balanced Acc
0.2627	1.0	24	0.2215	0.9791	0.7143	0.625	0.8333	0.8098
0.3545	2.0	48	0.4833	0.9764	0.6667	0.5625	0.8182	0.7785
0.0512	3.0	72	0.5430	0.9712	0.56	0.4375	0.7778	0.7160