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darija_test6 – AI Model by smerchi | AlphaNeural AI
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smerchi
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darija_test6
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tensorboard
safetensors
bert
generated_from_trainer
google-bert/bert-base-multilingual-cased
finetune
apache-2.0
us
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darija_test6
This model is a fine-tuned version of
bert-base-multilingual-cased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0888
Accuracy: 0.9893
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
234
0.1796
0.9658
No log
2.0
468
0.0438
0.9915
0.13
3.0
702
0.1001
0.9829
0.13
4.0
936
0.1038
0.9872
0.0154
5.0
1170
0.1384
0.9829
0.0154
6.0
1404
0.0888
0.9893
Framework versions
Transformers 4.42.4
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1
