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Arabic English Bge M3

Developed by sayed0am
This is a pruned version of the BAAI/bge-m3 model optimized for Arabic, retaining approximately 98% of the original model's quality while using less memory.
Downloads 257
Release Time : 2/19/2025

Model Overview

This model is optimized for Arabic sentence similarity calculations, supporting passage retrieval and sentence similarity computation in both Arabic and English.

Model Features

Efficient Pruning
Reduced by approximately 75% compared to the original model while retaining 98% of its quality.
Bilingual Support
Specially optimized for Arabic and English.
ONNX Quantization Support
Provides an ONNX quantized version to further reduce model size.

Model Capabilities

Compute sentence similarity
Passage retrieval
Cross-lingual text matching

Use Cases

Information Retrieval
Arabic Document Retrieval
Search for relevant documents in Arabic document collections
Efficiently and accurately retrieves relevant Arabic content
Multilingual Applications
Arabic-English Bilingual Matching
Match similar content in Arabic and English
Enables cross-lingual association between Arabic and English content
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