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SMG0/
Model4_withclasess-arabertv2_base_T2_WS_A100v2_F1__BL

Name: Model4_withclasess-arabertv2_base_T2_WS_A100v2_F1__BL
Availability: InStock

generated_from_trainer

aubmindlab/bert-base-arabertv02-twitter

finetune

autotrain_compatible

endpoints_compatible

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Model4_withclasess-arabertv2_base_T2_WS_A100v2_F1__BL

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02-twitter on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0770
F1-micro: 0.8282
Roc Auc: 0.9072
Accuracy: 0.7912

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: 5e-05
train_batch_size: 16
eval_batch_size: 16
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: 20

Training results

Training Loss	Epoch	Step	Validation Loss	F1-micro	Roc Auc	Accuracy
0.1028	1.0	507	0.0644	0.7904	0.8639	0.7297
0.0476	2.0	1014	0.0556	0.8143	0.8828	0.7668
0.0308	3.0	1521	0.0570	0.8200	0.8929	0.7758
0.0206	4.0	2028	0.0624	0.8179	0.8979	0.7828
0.0134	5.0	2535	0.0696	0.8183	0.9016	0.7856
0.0097	6.0	3042	0.0743	0.8226	0.9052	0.7898
0.0077	7.0	3549	0.0779	0.8166	0.9039	0.7793
0.0054	8.0	4056	0.0809	0.8249	0.9063	0.7905
0.0045	9.0	4563	0.0770	0.8282	0.9072	0.7912
0.0036	10.0	5070	0.0812	0.8228	0.9049	0.7849
0.003	11.0	5577	0.0874	0.8250	0.9072	0.7919
0.0025	12.0	6084	0.0886	0.8258	0.9067	0.7863

Framework versions

Transformers 4.48.2
Pytorch 2.5.1+cu124
Tokenizers 0.21.0

SMG0/Model4_withclasess-arabertv2_base_T2_WS_A100v2_F1__BL

Model4_withclasess-arabertv2_base_T2_WS_A100v2_F1__BL

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

SMG0/
Model4_withclasess-arabertv2_base_T2_WS_A100v2_F1__BL