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AnonymousCS/
populism_model265

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populism_model265

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
0.5898	1.0	35	0.4199	0.8099	0.2571	0.7826	0.1538	0.7968
0.4364	2.0	70	0.4274	0.9049	0.1613	0.2174	0.1282	0.5763
0.3464	3.0	105	0.3767	0.8647	0.2745	0.6087	0.1772	0.7423