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AnonymousCS/
populism_classifier_171

Name: populism_classifier_171
Availability: InStock

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populism_classifier_171

This model is a fine-tuned version of AnonymousCS/populism_multilingual_bert_uncased_v2 on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 128
eval_batch_size: 128
seed: 42
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: 20
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy	1-f1	1-recall	1-precision	Balanced Acc
0.195	1.0	12	0.2272	0.9237	0.6133	0.8846	0.4694	0.9056
0.0969	2.0	24	0.3048	0.9579	0.7143	0.7692	0.6667	0.8705
0.0922	3.0	36	0.3561	0.95	0.6667	0.7308	0.6129	0.8484