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AnonymousCS/
populism_model217

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populism_model217

This model is a fine-tuned version of AnonymousCS/populism_multilingual_bert_uncased 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: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.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: 3
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy	1-f1	1-recall	1-precision	Balanced Acc
0.2309	1.0	26	0.2156	0.9381	0.6479	0.8519	0.5227	0.8981
0.1251	2.0	52	0.3269	0.9554	0.7	0.7778	0.6364	0.8730
0.0932	3.0	78	0.3402	0.9505	0.6774	0.7778	0.6	0.8703