Article 7 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 Jun 17 • 56 • 3 Omartificial-Intelligence-Space/Diraya-3B-Instruct-Ar Text Generation • Updated Mar 15 • 5 • 3 Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B Text Generation • Updated Feb 2 • 28 • 4 Omartificial-Intelligence-Space/Arabic-gsm8k Viewer • Updated Mar 13 • 17.6k • 166 • 3
Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B Text Generation • Updated Feb 2 • 28 • 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 Sleeping 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 May 30 • 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 • 0.1B • Updated Jun 10 • 5.32k • 14
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training Paper • 2505.24581 • Published May 30 • 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 • 0.1B • Updated Jun 10 • 5.32k • 14
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 Jun 17 • 56 • 3 Omartificial-Intelligence-Space/Diraya-3B-Instruct-Ar Text Generation • Updated Mar 15 • 5 • 3 Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B Text Generation • Updated Feb 2 • 28 • 4 Omartificial-Intelligence-Space/Arabic-gsm8k Viewer • Updated Mar 13 • 17.6k • 166 • 3
Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B Text Generation • Updated Feb 2 • 28 • 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 Sleeping 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 May 30 • 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 • 0.1B • Updated Jun 10 • 5.32k • 14
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training Paper • 2505.24581 • Published May 30 • 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 • 0.1B • Updated Jun 10 • 5.32k • 14
Omartificial-Intelligence-Space/inference-free-splade-distilbert-base-Arabic-cased-nq Feature Extraction • Updated Jul 2 • 2
Omartificial-Intelligence-Space/Arabic-Triplet-Matryoshka-V2 Feature Extraction • 0.1B • Updated Jun 10 • 19k • 10
Omartificial-Intelligence-Space/Arabic-MiniLM-L12-v2-all-nli-triplet Feature Extraction • 0.1B • Updated Jun 10 • 8 • 4
Omartificial-Intelligence-Space/GATE-AraBert-v1 Feature Extraction • 0.1B • Updated Jun 10 • 5.32k • 14
Omartificial-Intelligence-Space/Semantic-Ar-Qwen-Embed-0.6B Sentence Similarity • 0.6B • Updated Jun 7 • 127 • 3
Omartificial-Intelligence-Space/AraEuroBert-610M Feature Extraction • 0.6B • Updated Mar 20 • 404 • 4
Omartificial-Intelligence-Space/FineWeb2-North-Levantine-Arabic Viewer • Updated Dec 12, 2024 • 223k • 58 • 1
Omartificial-Intelligence-Space/FineWeb2-Moroccan-Arabic Viewer • Updated Dec 12, 2024 • 69.6M • 65 • 1
Omartificial-Intelligence-Space/FineWeb2-Egyptian-Arabic Viewer • Updated Dec 12, 2024 • 23.9M • 50 • 2