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AnonymousCS/
populism_classifier_168

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populism_classifier_168

This model is a fine-tuned version of AnonymousCS/populism_multilingual_bert_uncased_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
0.1278	1.0	13	0.1864	0.9604	0.75	0.8889	0.6486	0.9272
0.0739	2.0	26	0.2439	0.9629	0.7273	0.7407	0.7143	0.8598
0.0644	3.0	39	0.3525	0.9629	0.7273	0.7407	0.7143	0.8598