darija_test – AI Model by smerchi | AlphaNeural AI

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smerchi/
darija_test

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text-classification

generated_from_trainer

SI2M-Lab/DarijaBERT

autotrain_compatible

endpoints_compatible

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darija_test

This model is a fine-tuned version of SI2M-Lab/DarijaBERT on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6520
Accuracy: 0.7041

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: 0.0003
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.05
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.813	1.0	169	0.7390	0.2959
0.9437	2.0	338	0.6520	0.7041
0.759	3.0	507	0.6080	0.7041
0.7936	4.0	676	0.6582	0.7041
0.8051	5.0	845	0.6452	0.7041
0.7397	6.0	1014	0.6422	0.7041
0.5792	7.0	1183	0.6132	0.7041
0.5339	8.0	1352	0.6095	0.7041
0.5152	9.0	1521	0.6136	0.7041
0.4909	10.0	1690	0.6181	0.7041

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1