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Nllb_finetuned_general_en_kin
mbazaNLP/Nllb_finetuned_general_en_kin
Nllb_finetuned_general_en_kin is a machine learning model from mbazaNLP. 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. The card lists the license as cc-by-2.0.
This is a Machine Translation model, finetuned from NLLB-200's distilled 1.3B model, it is meant to be used in machine translation for education-related data.
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At a glance
- Library
- transformers
- License
- cc-by-2.0
- Model type
- m2m_100
- Access
- Public
- Created
- Sep 5, 2023
- Updated
- Sep 5, 2023
- SHA
- 594ec24e
Datasets
Model card
From the Hugging Face model README
Model Details
Model Description
<!-- Provide a longer summary of what this model is. -->This is a Machine Translation model, finetuned from NLLB-200's distilled 1.3B model, it is meant to be used in machine translation for education-related data.
- Finetuning code repository: the code used to finetune this model can be found here
How to Get Started with the Model
Use the code below to get started with the model.
Training Procedure
The model was finetuned on three datasets; a general purpose dataset, a tourism, and an education dataset. The model was finetuned on an A100 40GB GPU for two epochs.
Evaluation
<!-- This section describes the evaluation protocols and provides the results. -->Testing Data
<!-- This should link to a Data Card if possible. -->Metrics
Model performance was measured using BLEU, spBLEU, TER, and chrF++ metrics.
Results
- Library
- transformers
- Type
- m2m_100
- License
- cc-by-2.0
- Languages
- en, rw
- Created
- Sep 5, 2023
- Updated
- Sep 5, 2023