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translation_ko_en – AI Model by halee9 | AlphaNeural AI
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halee9
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translation_ko_en
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transformers
tensorboard
safetensors
marian
text2text-generation
generated_from_trainer
Helsinki-NLP/opus-mt-ko-en
finetune
apache-2.0
endpoints_compatible
us
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translation_ko_en
This model is a fine-tuned version of
Helsinki-NLP/opus-mt-ko-en
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.3551
Bleu: 26.9822
Gen Len: 16.97
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
1.3414
1.0
75000
1.3842
26.4589
16.9755
1.2335
2.0
150000
1.3551
26.9822
16.97
Framework versions
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2
