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AnonymousCS/
populism_classifier_bsample_369

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populism_classifier_bsample_369

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
0.0357	1.0	7	0.6741	0.8517	0.2791	0.8	0.1690	0.8268
0.049	2.0	14	1.5849	0.6148	0.1390	0.8667	0.0756	0.7361
0.0218	3.0	21	0.8434	0.7847	0.2241	0.8667	0.1287	0.8242