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AnonymousCS/
populism_classifier_bsample_146

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populism_classifier_bsample_146

This model is a fine-tuned version of AnonymousCS/populism_multilingual_bert_cased_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: 32
eval_batch_size: 32
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
0.0857	1.0	4	0.6814	0.7537	0.4310	1.0	0.2747	0.8642
0.0315	2.0	8	0.7508	0.7276	0.4065	1.0	0.2551	0.8498
0.0277	3.0	12	0.9677	0.6903	0.3759	1.0	0.2315	0.8292