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opus-mt-es-en-scielo – AI Model by domenicrosati | AlphaNeural AI
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opus-mt-es-en-scielo
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transformers
pytorch
tensorboard
marian
text2text-generation
translation
generated_from_trainer
scielo
apache-2.0
model-index
endpoints_compatible
us
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opus-mt-es-en-scielo
This model is a fine-tuned version of
Helsinki-NLP/opus-mt-es-en
on the scielo dataset. It achieves the following results on the evaluation set:
Loss: 1.2593
Bleu: 40.8788
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: 5.6e-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
1.4277
1.0
10001
1.3473
40.5849
1.2007
2.0
20002
1.3146
41.3308
Framework versions
Transformers 4.18.0
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1
