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AnonymousCS/
populism_model245

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populism_model245

This model is a fine-tuned version of AnonymousCS/populism_english_bert_base_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
0.3142	1.0	25	0.3865	0.8299	0.2826	0.8125	0.1711	0.8216
0.1974	2.0	50	0.4541	0.9149	0.3774	0.625	0.2703	0.7762
0.1149	3.0	75	0.5152	0.9356	0.4186	0.5625	0.3333	0.7571