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AnonymousCS/
populism_classifier_149

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populism_classifier_149

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
0.0894	1.0	17	0.1543	0.9721	0.6809	0.8421	0.5714	0.9095
0.1498	2.0	34	0.1933	0.9703	0.6190	0.6842	0.5652	0.8325
0.1566	3.0	51	0.2302	0.9721	0.6512	0.7368	0.5833	0.8588