silma-ai
/

silma-embeddding-matryoshka-v0.1

Sentence Similarity

sentence-transformers

feature-extraction

Generated from Trainer

loss:CosineSimilarityLoss

text-embeddings-inference

Inference Endpoints

Model card Files Files and versions Community

karimouda commited on Oct 17

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1 Parent(s): 92bd889

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@@ -101,7 +101,7 @@ language:
 The **SILMA Arabic Matryoshka Embedding Model 0.1** is an advanced Arabic text embedding model designed to produce powerful, contextually rich representations of text,
 facilitating a wide range of applications, from semantic search to document classification.
-This model leverages the innovative **Matryoshka** Embedding technique which can be used in different dimensions to optimize the speed, storga, and accuracy trade-offs.
 ## Usage

 The **SILMA Arabic Matryoshka Embedding Model 0.1** is an advanced Arabic text embedding model designed to produce powerful, contextually rich representations of text,
 facilitating a wide range of applications, from semantic search to document classification.
+This model leverages the innovative **Matryoshka** Embedding technique which can be used in different dimensions to optimize the speed, storage, and accuracy trade-offs.
 ## Usage