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opus-mt-en-vi-finetuned-IWSLT15 – AI Model by tdobrxl | AlphaNeural AI
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tdobrxl
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opus-mt-en-vi-finetuned-IWSLT15
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transformers
pytorch
marian
text2text-generation
endpoints_compatible
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Overview
This is a fine-tuned version of the model
Helsinki-NLP/opus-mt-en-vi
on the dataset
IWSLT'15 English-Vietnamese
. Performance in terms of
sacrebleu
on the test set is as follows:
Original opus-mt-en-vi: 29.83
Fine-tuned opus-mt-en-vi: 37.35
Parameters
learning_rate=2e-5
batch_size: 32
weight_decay=0.01
num_train_epochs=1
Thoughts
Model
Helsinki-NLP/opus-mt-en-vi
is small (around 260MB), and can be easily deployed to a cheap server (e.g., EC2 t2.medium) without a GPU
Easier and much faster to train compared to t5 or byt5.
