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AnonymousCS/
populism_model221

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populism_model221

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
0.2568	1.0	26	0.1801	0.9014	0.5176	1.0	0.3492	0.9480
0.1477	2.0	52	0.1474	0.9663	0.7308	0.8636	0.6333	0.9179
0.0919	3.0	78	0.1561	0.9615	0.7037	0.8636	0.5938	0.9153