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AnonymousCS/
populism_classifier_bsample_236

Name: populism_classifier_bsample_236
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populism_classifier_bsample_236

This model is a fine-tuned version of AnonymousCS/populism_multilingual_roberta_base 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: 32
eval_batch_size: 32
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
0.2483	1.0	4	1.9076	0.3180	0.0631	0.7778	0.0329	0.5409
0.8056	2.0	8	1.1576	0.5770	0.0851	0.6667	0.0455	0.6205
0.592	3.0	12	1.8927	0.3541	0.0664	0.7778	0.0347	0.5595
0.3242	4.0	16	2.2432	0.2393	0.072	1.0	0.0373	0.6081