You can deploy this model and start earning money today!

mustaphakassimi/
camelbert-darija-sentiment

Name: camelbert-darija-sentiment
Availability: InStock

generated_from_trainer

CAMeL-Lab/bert-base-arabic-camelbert-da

finetune

apache-2.0

endpoints_compatible

Views

No views yet

camelbert-darija-sentiment

This model is a fine-tuned version of CAMeL-Lab/bert-base-arabic-camelbert-da on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9490
Accuracy: 0.5

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: 8
eval_batch_size: 8
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
lr_scheduler_warmup_steps: 10
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.1755	1.0	10	1.0840	0.4
1.0392	2.0	20	1.0611	0.4
0.9100	3.0	30	1.0034	0.65
0.8429	4.0	40	0.9572	0.55
0.7164	5.0	50	0.9490	0.5

Framework versions

Transformers 5.0.0
Pytorch 2.10.0+cpu
Datasets 4.0.0
Tokenizers 0.22.2

mustaphakassimi/camelbert-darija-sentiment

camelbert-darija-sentiment

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

mustaphakassimi/
camelbert-darija-sentiment