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opus-mt-ko-en-finetuned-en-to-ko – AI Model by obokkkk | AlphaNeural AI
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opus-mt-ko-en-finetuned-en-to-ko
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transformers
pytorch
tensorboard
marian
text2text-generation
generated_from_trainer
kde4
apache-2.0
model-index
endpoints_compatible
us
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opus-mt-ko-en-finetuned-en-to-ko
This model is a fine-tuned version of
Helsinki-NLP/opus-mt-ko-en
on the kde4 dataset. It achieves the following results on the evaluation set:
Loss: 2.1606
Bleu: 17.4129
Gen Len: 10.8989
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: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
2.3645
1.0
3596
2.1606
17.4129
10.8989
Framework versions
Transformers 4.18.0
Pytorch 1.11.0+cu113
Datasets 2.1.0
Tokenizers 0.12.1
