Davlan / mbart50-large-yor-eng-mt

huggingface.co
Total runs: 24
24-hour runs: 0
7-day runs: -5
30-day runs: 5
Model's Last Updated: September 26 2021
text-generation

Introduction of mbart50-large-yor-eng-mt

Model Details of mbart50-large-yor-eng-mt

Hugging Face's logo
language: - yo - en datasets: - JW300 + Menyo-20k

mbart50-large-yor-eng-mt

Model description

mbart50-large-yor-eng-mt is a machine translation model from Yorùbá language to English language based on a fine-tuned facebook/mbart-large-50 model. It establishes a strong baseline for automatically translating texts from Yorùbá to English.

Specifically, this model is a mbart-large-50 model that was fine-tuned on JW300 Yorùbá corpus and Menyo-20k . The model was trained using Swahili(sw_KE) as the language since the pre-trained model does not initially support Yorùbá. Thus, you need to use the sw_KE for language code when evaluating the model.

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 mbart50-large achieves 15.88 BLEU on Menyo-20k test set while mt5-base achieves 15.57

BibTeX entry and citation info

By David Adelani


Runs of Davlan mbart50-large-yor-eng-mt on huggingface.co

24
Total runs
0
24-hour runs
-5
3-day runs
-5
7-day runs
5
30-day runs

More Information About mbart50-large-yor-eng-mt huggingface.co Model

mbart50-large-yor-eng-mt huggingface.co

mbart50-large-yor-eng-mt huggingface.co is an AI model on huggingface.co that provides mbart50-large-yor-eng-mt's model effect (), which can be used instantly with this Davlan mbart50-large-yor-eng-mt model. huggingface.co supports a free trial of the mbart50-large-yor-eng-mt model, and also provides paid use of the mbart50-large-yor-eng-mt. Support call mbart50-large-yor-eng-mt model through api, including Node.js, Python, http.

mbart50-large-yor-eng-mt huggingface.co Url

https://huggingface.co/Davlan/mbart50-large-yor-eng-mt

Davlan mbart50-large-yor-eng-mt online free

mbart50-large-yor-eng-mt huggingface.co is an online trial and call api platform, which integrates mbart50-large-yor-eng-mt's modeling effects, including api services, and provides a free online trial of mbart50-large-yor-eng-mt, you can try mbart50-large-yor-eng-mt online for free by clicking the link below.

Davlan mbart50-large-yor-eng-mt online free url in huggingface.co:

https://huggingface.co/Davlan/mbart50-large-yor-eng-mt

mbart50-large-yor-eng-mt install

mbart50-large-yor-eng-mt is an open source model from GitHub that offers a free installation service, and any user can find mbart50-large-yor-eng-mt on GitHub to install. At the same time, huggingface.co provides the effect of mbart50-large-yor-eng-mt install, users can directly use mbart50-large-yor-eng-mt installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

mbart50-large-yor-eng-mt install url in huggingface.co:

https://huggingface.co/Davlan/mbart50-large-yor-eng-mt

Url of mbart50-large-yor-eng-mt

mbart50-large-yor-eng-mt huggingface.co Url

Provider of mbart50-large-yor-eng-mt huggingface.co

Davlan
ORGANIZATIONS

Other API from Davlan

huggingface.co

Total runs: 12.2K
Run Growth: 7.3K
Growth Rate: 59.78%
Updated:September 11 2023
huggingface.co

Total runs: 8.7K
Run Growth: 4.3K
Growth Rate: 49.34%
Updated:September 11 2023
huggingface.co

Total runs: 816
Run Growth: 605
Growth Rate: 74.14%
Updated:September 11 2023
huggingface.co

Total runs: 313
Run Growth: -421
Growth Rate: -134.50%
Updated:June 25 2025
huggingface.co

Total runs: 25
Run Growth: 19
Growth Rate: 76.00%
Updated:July 03 2024
huggingface.co

Total runs: 14
Run Growth: 0
Growth Rate: 0.00%
Updated:July 03 2024