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AnonymousCS/
populism_classifier_179

Name: populism_classifier_179
Availability: InStock

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populism_classifier_179

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
0.1953	1.0	11	0.2609	0.8838	0.5581	0.9231	0.4	0.9017
0.0832	2.0	22	0.4967	0.9235	0.5455	0.5769	0.5172	0.7652
0.1579	3.0	33	0.5447	0.9266	0.5556	0.5769	0.5357	0.7669