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AnonymousCS/
populism_classifier_152

Name: populism_classifier_152
Availability: InStock

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populism_classifier_152

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
0.1677	1.0	12	0.1718	0.9634	0.6667	0.875	0.5385	0.9211
0.1263	2.0	24	0.3400	0.9686	0.5714	0.5	0.6667	0.7445
0.0941	3.0	36	0.2662	0.9634	0.6111	0.6875	0.55	0.8315