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AnonymousCS/
populism_model208

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populism_model208

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: 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
0.5014	1.0	62	0.6201	0.9229	0.3448	0.3226	0.3704	0.6429
0.2684	2.0	124	0.6429	0.9067	0.3784	0.4516	0.3256	0.6944
0.38	3.0	186	0.8478	0.9067	0.3235	0.3548	0.2973	0.6493