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byt5-base-eng-yor-mt
Davlan/byt5-base-eng-yor-mt
byt5-base-eng-yor-mt is a machine learning model from Davlan. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Hugging Face's logo --- language: - yo - en datasets: - JW300 + Menyo-20k --- byt5-base-eng-yor-mt is a machine translation model from English language to Yorùbá language based on a fine-tuned byt5-base model. It esta…
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jun 25, 2023
- SHA
- a4e2c528
Model card
From the Hugging Face model README
Hugging Face's logo
language:
- yo
- en datasets:
- JW300 + Menyo-20k
byt5-base-eng-yor-mt
Model description
byt5-base-eng-yor-mt is a machine translation model from English language to Yorùbá language based on a fine-tuned byt5-base model. It establishes a strong baseline for automatically translating texts from English to Yorùbá.
Specifically, this model is a byt5-base model that was fine-tuned on JW300 Yorùbá corpus and Menyo-20k
Limitations and bias
This model is limited by its training dataset. This may not generalize well for all use cases in different domains.
Training data
This model was fine-tuned on on JW300 corpus and Menyo-20k dataset
Training procedure
This model was trained on NVIDIA V100 GPU
Eval results on Test set (BLEU score)
Fine-tuning byt5-base achieves 12.23 BLEU on Menyo-20k test set while mt5-base achieves 9.82
BibTeX entry and citation info
By David Adelani
- Library
- transformers
- Type
- t5
- Created
- Mar 2, 2022
- Updated
- Jun 25, 2023