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AnonymousCS/
populism_classifier_151

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populism_classifier_151

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
0.3213	1.0	12	0.2677	0.8430	0.5289	1.0	0.3596	0.9139
0.1481	2.0	24	0.2971	0.8898	0.5556	0.7812	0.4310	0.8408
0.2388	3.0	36	0.5357	0.9339	0.6129	0.5938	0.6333	0.7803