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LaBSE
leks-forever/LaBSE
LaBSE is a feature extraction model from leks-forever. Use it when you need embeddings to search or compare text. It is set up for transformers. The card lists the license as apache-2.0.
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Oct 7, 2024
- Updated
- Oct 10, 2024
- SHA
- 4f53254a
Base models
Model card
From the Hugging Face model README
Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->Model Details
Model Description
<!-- Provide a longer summary of what this model is. -->This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
- Developed by: Leks Forever Team
- Language(s) (NLP): Lezghian, Russian
- Finetuned from model: sentence-transformers/LaBSE
Model Sources [optional]
<!-- Provide the basic links for the model. -->- Repository: https://github.com/leks-forever/embed-tuning
Evaluation
The evaluation was conducted on the val set of the bible-lezghian-russian dataset, consisting of 5% of the total 13,800 parallel sentences.
Results using Sentence Transformers TranslationEvaluator:
- src2trg_accuracy: 0.74
- trg2src_accuracy: 0.74
- mean_accuracy: 0.74
- Task
- Feature Extraction
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- ru, lez
- Created
- Oct 7, 2024
- Updated
- Oct 10, 2024