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AnonymousCS/
populism_classifier_bsample_321

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populism_classifier_bsample_321

This model is a fine-tuned version of AnonymousCS/populism_english_bert_large_cased 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
0.134	1.0	7	0.7380	0.8916	0.3908	0.6296	0.2833	0.7683
0.0225	2.0	14	1.4923	0.6033	0.2049	0.9259	0.1152	0.7552
0.0118	3.0	21	0.8115	0.8998	0.4096	0.6296	0.3036	0.7726