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AnonymousCS/
populism_model222

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populism_model222

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
0.3365	1.0	27	0.3104	0.9068	0.4595	0.7083	0.34	0.8134
0.2048	2.0	54	0.3849	0.9441	0.5385	0.5833	0.5	0.7744
0.1354	3.0	81	0.4904	0.9534	0.5652	0.5417	0.5909	0.7597