populism_classifier_037 – AI Model by AnonymousCS | AlphaNeural AI

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AnonymousCS/
populism_classifier_037

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text-classification

generated_from_trainer

google-bert/bert-base-multilingual-uncased

autotrain_compatible

endpoints_compatible

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populism_classifier_037

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

Loss: 0.5025
Accuracy: 0.9756
1-f1: 0.7111
1-recall: 0.64
1-precision: 0.8
Balanced Acc: 0.8161

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: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED 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
0.1038	1.0	34	0.2130	0.9699	0.7143	0.8	0.6452	0.8892
0.053	2.0	68	0.4069	0.9737	0.6957	0.64	0.7619	0.8151
0.0143	3.0	102	0.5025	0.9756	0.7111	0.64	0.8	0.8161

Framework versions

Transformers 4.56.0.dev0
Pytorch 2.8.0+cu126
Datasets 4.0.0
Tokenizers 0.21.4