Sponsored by
Vmake Labs Video Enhancer
-Vmake Labs Video Enhancer uses AI to improve video quality, restore details, reduce blur, and upscale videos to 8K.
Projecte Aina’s Spanish-Asturian machine translation model
Model description
This model was created as part of the participation of Language Technologies Unit at BSC in the WMT24 Shared Task:
Translation into Low-Resource Languages of Spain
.
It results from a full fine-tuning of the
NLLB-200-600M
model with a Spanish-Asturian corpus.
Specifically, we used the
transformers library
from Hugging Face and a filtered version
of the
Spanish-Asturian dataset
to fine-tune the model.
The model was evaluated using the Flores evaluation datasets.
Please refer to the
paper
for more information.
Intended uses and limitations
You can use this model for machine translation from Spanish to Asturian.
Limitations and bias
At the time of submission, no measures have been taken to estimate the bias and toxicity embedded in the model.
However, we are well aware that our models may be biased. We intend to conduct research in these areas in the future, and if completed, this model card will be updated.
Evaluation
Variable and metrics
We use the BLEU and ChrF score for evaluation on the
Flores+
evaluation datasets.
Evaluation results
Below are the evaluation results on the machine translation from Spanish to Asturian compared to
Apertium
,
Eslema
and
NLLB-200-600M
:
Test set (BLEU)
Apertium
Eslema
NLLB-600M
Our model
Flores dev
16.66
17.30
17.23
19.33
Flores devtest
16.99
17.17
16.21
18.43
Test set (ChrF)
Apertium
Eslema
NLLB-600M
Our model
Flores dev
50.57
50.77
49.72
52.26
Flores devtest
50.84
50.91
49.05
52.14
Additional information
Paper
For further information, please refer to the
paper
published for the Shared Task: Translation into Low-Resource Languages of Spain (WMT24)
Author
The Language Technologies Unit from Barcelona Supercomputing Center.
Contact
For further information, please send an email to
[email protected]
.
Copyright
Copyright(c) 2024 by Language Technologies Unit, Barcelona Supercomputing Center.
This work is funded by the Ministerio para la Transformación Digital y de la Función Pública and Plan de Recuperación, Transformación y Resiliencia - Funded by EU – NextGenerationEU within the framework of the project ILENIA with reference 2022/TL22/00215337, 2022/TL22/00215336, 2022/TL22/00215335, 2022/TL22/00215334.
The publication is part of the project PID2021-123988OB-C33, funded by MCIN/AEI/10.13039/501100011033/FEDER, EU.
Disclaimer
Click to expand
The model published in this repository is intended for a generalist purpose and is available to third parties under a CC BY-NC 4.0 licence.
Be aware that the model may have biases and/or any other undesirable distortions.
When third parties deploy or provide systems and/or services to other parties using this model (or any system based on it)
or become users of the model, they should note that it is their responsibility to mitigate the risks arising from its use and,
in any event, to comply with applicable regulations, including regulations regarding the use of Artificial Intelligence.
In no event shall the owner and creator of the model (Barcelona Supercomputing Center)
be liable for any results arising from the use made by third parties.
Runs of projecte-aina aina-translator-es-ast on huggingface.co
15
Total runs
-1
24-hour runs
0
3-day runs
1
7-day runs
-6
30-day runs
More Information About aina-translator-es-ast huggingface.co Model
aina-translator-es-ast huggingface.co is an AI model on huggingface.co that provides aina-translator-es-ast's model effect (), which can be used instantly with this projecte-aina aina-translator-es-ast model. huggingface.co supports a free trial of the aina-translator-es-ast model, and also provides paid use of the aina-translator-es-ast. Support call aina-translator-es-ast model through api, including Node.js, Python, http.
aina-translator-es-ast huggingface.co is an online trial and call api platform, which integrates aina-translator-es-ast's modeling effects, including api services, and provides a free online trial of aina-translator-es-ast, you can try aina-translator-es-ast online for free by clicking the link below.
projecte-aina aina-translator-es-ast online free url in huggingface.co:
aina-translator-es-ast is an open source model from GitHub that offers a free installation service, and any user can find aina-translator-es-ast on GitHub to install. At the same time, huggingface.co provides the effect of aina-translator-es-ast install, users can directly use aina-translator-es-ast installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
aina-translator-es-ast install url in huggingface.co: