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AnonymousCS/
populism_classifier_135

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populism_classifier_135

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: 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
0.1969	1.0	14	0.2057	0.9184	0.5455	0.875	0.3962	0.8980
0.136	2.0	28	0.2625	0.9347	0.5484	0.7083	0.4474	0.8282
0.0808	3.0	42	0.2702	0.9371	0.5714	0.75	0.4615	0.8491