Building a Custom Arabic Semantic Search Model with Arabic Matryoshka Embeddings for RAG Using Sentence Transformers
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Omartificial Intelligence Space PRO
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A collection of advanced Arabic Matryoshka Embedding Models designed for efficient and high-performance Arabic NLP, available publicly on Hugging Face
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Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning
Paper • 2407.21139 • Published • 3 -
Omartificial-Intelligence-Space/Arabic-Triplet-Matryoshka-V2
Sentence Similarity • Updated • 946 • 8 -
Omartificial-Intelligence-Space/Arabic-mpnet-base-all-nli-triplet
Sentence Similarity • Updated • 1.69k • 8 -
Omartificial-Intelligence-Space/Arabic-all-nli-triplet-Matryoshka
Sentence Similarity • Updated • 426 • 1
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Omartificial-Intelligence-Space/Arabic-llama3.1-lora-FT
Text Generation • Updated • 54 • 7 -
Omartificial-Intelligence-Space/Arabic-llama3.1-16bit-FT
Text Generation • Updated • 2.26k • 3 -
Omartificial-Intelligence-Space/al-baka-16bit-llama3-8b
Text Generation • Updated • 29 • 1 -
Omartificial-Intelligence-Space/al-baka-16bit-llama3-8b-GGUF
Text Generation • Updated • 8
Papers
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spaces
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models
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Omartificial-Intelligence-Space/Arabic-Triplet-Matryoshka-V2
Sentence Similarity
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Updated
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946
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8
Omartificial-Intelligence-Space/GATE-AraBert-v0
Sentence Similarity
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Updated
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401
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1
Omartificial-Intelligence-Space/GATE-AraBert-v1
Sentence Similarity
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Updated
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408
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4
Omartificial-Intelligence-Space/Marbert-all-nli-triplet-Matryoshka
Sentence Similarity
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Updated
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412
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1
Omartificial-Intelligence-Space/Arabic-labse-Matryoshka
Sentence Similarity
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Updated
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419
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2
Omartificial-Intelligence-Space/Arabert-all-nli-triplet-Matryoshka
Sentence Similarity
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Updated
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1.36k
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9
Omartificial-Intelligence-Space/Arabic-all-nli-triplet-Matryoshka
Sentence Similarity
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Updated
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426
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1
Omartificial-Intelligence-Space/Arabic-mpnet-base-all-nli-triplet
Sentence Similarity
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Updated
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1.69k
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8
Omartificial-Intelligence-Space/Arabic-llama3.1-16bit-FT
Text Generation
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Updated
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2.26k
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3
Omartificial-Intelligence-Space/Arabic-llama3.1-lora-FT
Text Generation
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Updated
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54
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7
datasets
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Omartificial-Intelligence-Space/Arabic_Openai_MMMLU
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14k
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Omartificial-Intelligence-Space/natural-questions-hard-negatives
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76.7k
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Omartificial-Intelligence-Space/Arabic-NLi-Pair-Class
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981k
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2
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1
Omartificial-Intelligence-Space/Arabic-stsb
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Updated
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8.63k
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29
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3
Omartificial-Intelligence-Space/Arabic-NLi-Triplet
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Updated
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571k
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86
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4
Omartificial-Intelligence-Space/Arabic-NLi-Pair
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328k
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2
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Omartificial-Intelligence-Space/Arabic-NLi-Pair-Score
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981k
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2
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2
Omartificial-Intelligence-Space/Arabic-Quora-Duplicates
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149k
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2
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Omartificial-Intelligence-Space/Arabic-natural-questions
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100k
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7
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