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darija-to-english – AI Model by centino00 | AlphaNeural AI
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darija-to-english
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transformers
tensorboard
safetensors
marian
text2text-generation
generated_from_trainer
Helsinki-NLP/opus-mt-ar-en
finetune
apache-2.0
endpoints_compatible
us
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Model card
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darija-latin-to-english-new
This model is a fine-tuned version of
Helsinki-NLP/opus-mt-ar-en
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0525
Bleu: 29.8636
Gen Len: 8.8467
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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
0.0219
5.0
1400
0.0525
29.8636
8.8467
Framework versions
Transformers 4.38.1
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.2
