You can deploy this model and start earning money today!

AnonymousCS/
populism_classifier_032

Views

No views yet

populism_classifier_032

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
0.4696	1.0	32	0.2310	0.9082	0.5524	0.8788	0.4028	0.8945
0.2316	2.0	64	0.3272	0.9219	0.5455	0.7273	0.4364	0.8313
0.1392	3.0	96	0.4258	0.9199	0.5591	0.7879	0.4333	0.8584