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AnonymousCS/
populism_model269

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populism_model269

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
0.4116	1.0	33	0.4702	0.7896	0.2685	0.7692	0.1626	0.7799
0.3434	2.0	66	0.4809	0.9344	0.4688	0.5769	0.3947	0.7651
0.2647	3.0	99	0.4642	0.9208	0.4675	0.6923	0.3529	0.8126