NADI-Country-DID-MARBERT – AI Model by ashabrawy | AlphaNeural AI

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ashabrawy/
NADI-Country-DID-MARBERT

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text-classification

generated_from_trainer

UBC-NLP/MARBERT

autotrain_compatible

endpoints_compatible

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NADI-Country-DID-MARBERT

This model is a fine-tuned version of UBC-NLP/MARBERT on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 6.6012
Accuracy: 0.2874
F1: 0.2717

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_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

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
2.3836	1.0	883	2.4948	0.2970	0.2699
1.1646	2.0	1766	2.8158	0.2919	0.2773
0.5628	3.0	2649	3.2616	0.2949	0.2811
0.2662	4.0	3532	3.8731	0.2737	0.2639
0.1422	5.0	4415	4.6939	0.3086	0.2866
0.0654	6.0	5298	5.3872	0.3025	0.2825
0.0356	7.0	6181	5.7370	0.3136	0.2921
0.0291	8.0	7064	6.1477	0.2763	0.2684
0.0134	9.0	7947	6.4828	0.2924	0.2748
0.0153	10.0	8830	6.6012	0.2874	0.2717

Framework versions

Transformers 4.55.2
Pytorch 2.8.0+cu128
Datasets 2.16.0
Tokenizers 0.21.4