Sentence Similarity
sentence-transformers
ONNX
Safetensors
Morisyen
English
French
xlm-roberta
feature-extraction
mauritian-creole
kreol-morisien
matryoshka
mteb
Eval Results (legacy)
text-embeddings-inference
Instructions to use Singaraj/morisien-embed with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Singaraj/morisien-embed with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Singaraj/morisien-embed") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Add model-index eval results to card metadata
Browse files
README.md
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datasets:
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- prajdabre/KreolMorisienMT
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- jhu-clsp/kreyol-mt
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---
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# morisien-embed
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datasets:
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- prajdabre/KreolMorisienMT
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- jhu-clsp/kreyol-mt
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model-index:
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- name: morisien-embed
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results:
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- task:
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type: bitext-mining
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name: Bitext Retrieval
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dataset:
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type: prajdabre/KreolMorisienMT
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name: MorisienMT test (Creole→English)
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metrics:
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- type: ndcg_at_10
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value: 0.9655
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- type: accuracy_at_1
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value: 0.9440
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- task:
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type: bitext-mining
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name: Bitext Retrieval
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dataset:
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type: prajdabre/KreolMorisienMT
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name: MorisienMT test (Creole→French)
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metrics:
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- type: ndcg_at_10
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value: 0.9751
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- type: accuracy_at_1
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value: 0.9530
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- task:
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type: bitext-mining
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name: Bitext Retrieval
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dataset:
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type: prajdabre/KreolMorisienMT
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name: MorisienMT test (English→Creole)
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metrics:
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- type: ndcg_at_10
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value: 0.9588
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- type: accuracy_at_1
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value: 0.9309
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---
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# morisien-embed
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