populism_classifier_bsample_398 – AI Model by AnonymousCS | AlphaNeural AI

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populism_classifier_bsample_398

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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populism_classifier_bsample_398

This model is a fine-tuned version of google/rembert on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7024
Accuracy: 0.8146
1-f1: 0.3774
1-recall: 1.0
1-precision: 0.2326
Balanced Acc: 0.9018

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Use 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: 20
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	1-f1	1-recall	1-precision	Balanced Acc
0.037	1.0	6	0.3582	0.9045	0.5143	0.9	0.36	0.9024
0.0076	2.0	12	0.3654	0.8933	0.5128	1.0	0.3448	0.9435
0.065	3.0	18	0.7024	0.8146	0.3774	1.0	0.2326	0.9018

Framework versions

Transformers 4.46.3
Pytorch 2.4.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3