Article 5 Building Multimodal RAG Systems: Supercharging Retrieval with MultiModal Embeddings and LLMs
DIRA – Diraya Arabic Reasoning AI This is an Arabic Reasoning LLM Collection designed for advanced logical inference and instruction-based reasoning in Arabic via datasets and models. Omartificial-Intelligence-Space/Fanar-Math-R1-GRPO Text Generation • Updated 9 days ago • 28 • 3 Omartificial-Intelligence-Space/Diraya-3B-Instruct-Ar Text Generation • Updated Mar 15 • 45 • 3 Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B Text Generation • Updated Feb 2 • 182 • 4 Omartificial-Intelligence-Space/Arabic-gsm8k Viewer • Updated Mar 13 • 17.6k • 243 • 3
Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B Text Generation • Updated Feb 2 • 182 • 4
Arabic Matryoshka & GATE Embedding Models A collection of advanced Arabic Matryoshka Embedding Models designed for efficient and high-performance Arabic NLP, available publicly on Hugging Face Running on Zero 3 3 Matroyshka Eval Retrieval Ar 🌍 GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training Paper • 2505.24581 • Published 27 days ago • 3 Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning Paper • 2407.21139 • Published Jul 30, 2024 • 6 Omartificial-Intelligence-Space/GATE-AraBert-v1 Feature Extraction • Updated 16 days ago • 4.72k • 13
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training Paper • 2505.24581 • Published 27 days ago • 3
Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning Paper • 2407.21139 • Published Jul 30, 2024 • 6
Omartificial-Intelligence-Space/GATE-AraBert-v1 Feature Extraction • Updated 16 days ago • 4.72k • 13
DIRA – Diraya Arabic Reasoning AI This is an Arabic Reasoning LLM Collection designed for advanced logical inference and instruction-based reasoning in Arabic via datasets and models. Omartificial-Intelligence-Space/Fanar-Math-R1-GRPO Text Generation • Updated 9 days ago • 28 • 3 Omartificial-Intelligence-Space/Diraya-3B-Instruct-Ar Text Generation • Updated Mar 15 • 45 • 3 Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B Text Generation • Updated Feb 2 • 182 • 4 Omartificial-Intelligence-Space/Arabic-gsm8k Viewer • Updated Mar 13 • 17.6k • 243 • 3
Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B Text Generation • Updated Feb 2 • 182 • 4
Arabic Matryoshka & GATE Embedding Models A collection of advanced Arabic Matryoshka Embedding Models designed for efficient and high-performance Arabic NLP, available publicly on Hugging Face Running on Zero 3 3 Matroyshka Eval Retrieval Ar 🌍 GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training Paper • 2505.24581 • Published 27 days ago • 3 Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning Paper • 2407.21139 • Published Jul 30, 2024 • 6 Omartificial-Intelligence-Space/GATE-AraBert-v1 Feature Extraction • Updated 16 days ago • 4.72k • 13
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training Paper • 2505.24581 • Published 27 days ago • 3
Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning Paper • 2407.21139 • Published Jul 30, 2024 • 6
Omartificial-Intelligence-Space/GATE-AraBert-v1 Feature Extraction • Updated 16 days ago • 4.72k • 13
Omartificial-Intelligence-Space/Arabic-Triplet-Matryoshka-V2 Feature Extraction • Updated 16 days ago • 2.59k • 10
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Omartificial-Intelligence-Space/GATE-AraBert-v1 Feature Extraction • Updated 16 days ago • 4.72k • 13
Omartificial-Intelligence-Space/Semantic-Ar-Qwen-Embed-0.6B Sentence Similarity • Updated 19 days ago • 268 • 3
Omartificial-Intelligence-Space/ILMAAM-Arabic-Culturally-Aligned-MMLU Viewer • Updated Feb 20 • 12.5k • 32 • 2
Omartificial-Intelligence-Space/FineWeb2-Najdi-Arabic Viewer • Updated Dec 12, 2024 • 48.4M • 140 • 1
Omartificial-Intelligence-Space/FineWeb2-North-Levantine-Arabic Viewer • Updated Dec 12, 2024 • 223k • 23 • 1
Omartificial-Intelligence-Space/FineWeb2-Moroccan-Arabic Viewer • Updated Dec 12, 2024 • 69.6M • 418 • 1