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AnonymousCS/
populism_model271

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populism_model271

This model is a fine-tuned version of AnonymousCS/populism_english_bert_large_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: 32
eval_batch_size: 32
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
0.4802	1.0	346	0.3602	0.9142	0.4650	0.6280	0.3692	0.7802
0.2816	2.0	692	0.3876	0.9037	0.4504	0.6646	0.3406	0.7917
0.1613	3.0	1038	0.6691	0.9399	0.4713	0.4512	0.4933	0.7110