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AnonymousCS/
populism_classifier_139

Name: populism_classifier_139
Availability: InStock

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populism_classifier_139

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
0.3163	1.0	17	0.2272	0.9382	0.5897	0.8846	0.4423	0.9128
0.0862	2.0	34	0.2588	0.9382	0.5789	0.8462	0.44	0.8946
0.0967	3.0	51	0.3198	0.9633	0.6885	0.8077	0.6	0.8896