germanic_populist_eng – AI Model by AnonymousCS | AlphaNeural AI

You can deploy this model and start earning money today!

AnonymousCS/
germanic_populist_eng

like

0

text-classification

generated_from_trainer

google-bert/bert-base-multilingual-cased

autotrain_compatible

endpoints_compatible

Views

No views yet

germanic_populist_eng

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

Loss: 0.1896
Accuracy: 0.9440
F1: 0.3985

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: 2e-05
train_batch_size: 16
eval_batch_size: 16
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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.191	1.0	701	0.1594	0.9379	0.3409
0.1461	2.0	1402	0.2252	0.9429	0.1667
0.116	3.0	2103	0.1896	0.9440	0.3985

Framework versions

Transformers 4.46.2
Pytorch 2.5.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3