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AnonymousCS/
populism_classifier_159

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populism_classifier_159

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
0.2788	1.0	11	0.2021	0.9408	0.6774	0.84	0.5676	0.8944
0.1767	2.0	22	0.2741	0.9556	0.7273	0.8	0.6667	0.8840
0.1132	3.0	33	0.2714	0.9615	0.7547	0.8	0.7143	0.8872