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AnonymousCS/
populism_classifier_bsample_245

Name: populism_classifier_bsample_245
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populism_classifier_bsample_245

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
0.196	1.0	6	0.4413	0.9220	0.5474	0.8125	0.4127	0.8706
0.0306	2.0	12	0.6643	0.8457	0.4138	0.9375	0.2655	0.8888
0.0441	3.0	18	0.5007	0.9056	0.5094	0.8438	0.3649	0.8766