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aomar85/
camelbert-mix-sentiment-fold2

Name: camelbert-mix-sentiment-fold2
Availability: InStock

generated_from_trainer

aubmindlab/bert-base-arabertv02-twitter

finetune

text-embeddings-inference

endpoints_compatible

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Arabertv2-fold5

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: 0.6600
Accuracy: 0.8155
Macro F1: 0.8151
Weighted F1: 0.8151
F1 Pro: 0.8037
F1 Against: 0.8226
F1 Neutral: 0.8190

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 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
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Macro F1	Weighted F1	F1 Pro	F1 Against	F1 Neutral
0.9553	1.1628	50	0.7744	0.6667	0.6675	0.6667	0.6829	0.6387	0.6809
0.6022	2.3256	100	0.5448	0.7619	0.7617	0.7620	0.7748	0.7603	0.75
0.3637	3.4884	150	0.5355	0.7976	0.7961	0.7969	0.7961	0.8154	0.7767
0.2713	4.6512	200	0.5420	0.8036	0.8031	0.8035	0.8037	0.8130	0.7925
0.1627	5.8140	250	0.5662	0.7917	0.7914	0.7914	0.7748	0.8033	0.7961
0.1126	6.9767	300	0.6165	0.8095	0.8095	0.8092	0.7963	0.8130	0.8190
0.0886	8.1395	350	0.6597	0.8155	0.8151	0.8151	0.8037	0.8226	0.8190
0.0803	9.3023	400	0.6821	0.8095	0.8089	0.8091	0.7963	0.8226	0.8077

Framework versions

Transformers 5.0.0
Pytorch 2.10.0+cu128
Datasets 4.0.0
Tokenizers 0.22.2

aomar85/camelbert-mix-sentiment-fold2

Arabertv2-fold5

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

aomar85/
camelbert-mix-sentiment-fold2