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AnonymousCS/
populism_classifier_bsample_379

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populism_classifier_bsample_379

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
0.004	1.0	6	0.9426	0.7913	0.4143	0.8529	0.2736	0.8192
0.0708	2.0	12	1.0673	0.8422	0.4655	0.7941	0.3293	0.8205
0.0013	3.0	18	1.0573	0.7786	0.4082	0.8824	0.2655	0.8256