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AnonymousCS/
populism_classifier_bsample_366

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populism_classifier_bsample_366

This model is a fine-tuned version of AnonymousCS/populism_english_bert_large_uncased 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
0.5102	1.0	4	1.3382	0.2164	0.0700	1.0	0.0363	0.5963
0.3137	2.0	8	1.8284	0.2164	0.0700	1.0	0.0363	0.5963
0.2763	3.0	12	1.3543	0.3180	0.0796	1.0	0.0415	0.6486