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AnonymousCS/
populism_model181

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populism_model181

This model is a fine-tuned version of AnonymousCS/populism_english_bert_large_cased 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
0.4237	1.0	173	0.3671	0.7918	0.3383	0.8963	0.2085	0.8408
0.2901	2.0	346	0.3600	0.8686	0.4117	0.7744	0.2804	0.8245
0.1972	3.0	519	0.5049	0.9167	0.4550	0.5854	0.3721	0.7615