Omartificial Intelligence Space PRO

Omartificial-Intelligence-Space

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https://www.omarai.me

omarnj

AI & ML interests

NLP & LLM

Recent Activity

published a Space 14 days ago

AISA-Framework/Reflective-Research-Agent

liked a Space 22 days ago

AISA-Framework/Reflection-With-Code-Execution-Chart-Generation

updated a Space 22 days ago

AISA-Framework/Reflection-With-Code-Execution-Chart-Generation

View all activity

Organizations

Omartificial-Intelligence-Space 's collections 12

Arabic Semantic Embeddings

Find Details for all models here: [https://www.omarai.me/embeddings]

Running

2

Qwen Arabic Semantic Suite

⚡

2

Process and analyze Arabic texts for similarity, classification, and more
Omartificial-Intelligence-Space/mmbert-base-arabic-nli

Sentence Similarity • 0.3B • Updated Oct 8, 2025 • 84 • 1
Omartificial-Intelligence-Space/AraGemma-Embedding-300m

Sentence Similarity • 0.3B • Updated Sep 7, 2025 • 59 • 13
Omartificial-Intelligence-Space/GATE-AraBert-v1

Feature Extraction • 0.1B • Updated Sep 7, 2025 • 1.36k • • 17

SHAMIYAT: A Collection of Syrian Dialect Datasets & LLMs

A collection of datasets and language models focused on the Syrian dialect, supporting NLP research and applications for Syria

SHAMI-MT: A Syrian Arabic Dialect to Modern Standard Arabic Bidirectional Machine Translation System

Paper • 2508.02268 • Published Aug 4, 2025 • 3
Sleeping

SHAMI MT App

🌍

Translate Arabic between MSA and Syrian dialect
Omartificial-Intelligence-Space/Shami-MT

Translation • 0.4B • Updated Aug 6, 2025 • 65 • 1
Omartificial-Intelligence-Space/SHAMI-MT-2MSA

Translation • 0.4B • Updated Aug 6, 2025 • 7 • 1

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

4

Matroyshka Eval Retrieval Ar

🌍

4
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training

Paper • 2505.24581 • Published May 30, 2025 • 2
Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning

Paper • 2407.21139 • Published Jul 30, 2024 • 7
Omartificial-Intelligence-Space/GATE-AraBert-v1

Feature Extraction • 0.1B • Updated Sep 7, 2025 • 1.36k • • 17

Arabic Re-Ranking Hub

A comprehensive collection of datasets, models, and benchmarks for advancing Arabic Re-ranking systems.

Runtime error

3

Arabic Reranking Eval

🔥

3

Evaluate Arabic reranking models with insights
Omartificial-Intelligence-Space/ARA-Reranker-V1

Text Ranking • 0.6B • Updated Apr 3, 2025 • 891 • 4
NAMAA-Space/GATE-Reranker-V1

Text Ranking • 0.1B • Updated Apr 3, 2025 • 227 • 10
NAMAA-Space/Namaa-Reranker-v1

Text Ranking • 0.1B • Updated Apr 3, 2025 • 7 • 1

Arabic ModernBERT

This collection highlights efforts to enhance Arabic NLP tasks using the latest ModernBERT models.

NAMAA-Space/AraModernBert-Base-V1.0

Fill-Mask • 0.1B • Updated 19 days ago • 101 • 14
NAMAA-Space/AraModernBert-Topic-Classifier

Text Classification • 0.1B • Updated Jan 11, 2025 • 106 • 5

Arabic LLAMA3 & 3.1 FineTuned Models

Omartificial-Intelligence-Space/Arabic-llama3.1-lora-FT

Text Generation • Updated Jul 27, 2024 • 4 • 10
Omartificial-Intelligence-Space/Arabic-llama3.1-16bit-FT

Text Generation • 8B • Updated Aug 1, 2024 • 133 • • 3
Omartificial-Intelligence-Space/al-baka-16bit-llama3-8b

Text Generation • 8B • Updated May 4, 2024 • 7 • 1
Omartificial-Intelligence-Space/al-baka-16bit-llama3-8b-GGUF

Text Generation • 8B • Updated Apr 21, 2024 • 2

Saudi Dialect Sentence Embedding Models Collection

Here is a collection of Saudi Dialect Embedding models with Sentence Embedding, classifiers and test dataset.

Omartificial-Intelligence-Space/SA-STS-Embeddings-0.2B

Feature Extraction • 0.2B • Updated Nov 29, 2025 • 6 • 1
Omartificial-Intelligence-Space/SA-BERT-V1

Fill-Mask • 0.2B • Updated Nov 28, 2025 • 9 • 4
Omartificial-Intelligence-Space/SaudiDialect-Triplet-21

Viewer • Updated Nov 29, 2025 • 2.96k • 5 • 3
Omartificial-Intelligence-Space/saudi-dialect-test-samples

Viewer • Updated May 13, 2025 • 1.28k • 26 • 4

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/gpt-oss-math-ar

Updated Aug 9, 2025 • 8 • 3
Omartificial-Intelligence-Space/Fanar-Math-R1-GRPO

Text Generation • Updated Jun 17, 2025 • 8 • 3
Omartificial-Intelligence-Space/Diraya-3B-Instruct-Ar

Text Generation • Updated Mar 15, 2025 • 6 • 3
Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B

Text Generation • Updated Feb 2, 2025 • 35 • 4

Arabic NLI & Semantic Similarity Datasets

The Arabic Version of SNLI and MultiNLI datasets, originally used for Natural Language Inference (NLI), may be used for finetuning embedding models.

Omartificial-Intelligence-Space/Arabic-NLi-Pair-Score

Viewer • Updated Aug 2, 2024 • 981k • 25 • 3
Omartificial-Intelligence-Space/Arabic-NLi-Pair

Viewer • Updated Aug 2, 2024 • 328k • 24 • 4
Omartificial-Intelligence-Space/Arabic-NLi-Pair-Class

Viewer • Updated Aug 3, 2024 • 981k • 201 • 2
Omartificial-Intelligence-Space/Arabic-Quora-Duplicates

Viewer • Updated Jul 3, 2024 • 149k • 29 • 2

AraEuroBERT

Ara-EuroBERT is a collection of Arabic Semantic Embeddings built on EuroBERT, delivering adaptive embeddings with ultra-long context.

Omartificial-Intelligence-Space/AraEuroBert-210M

Feature Extraction • 0.2B • Updated Mar 20, 2025 • 7 • 7
Omartificial-Intelligence-Space/AraEuroBert-610M

Feature Extraction • 0.6B • Updated Mar 20, 2025 • 64 • 4
Omartificial-Intelligence-Space/AraEuroBert-2.1B

Feature Extraction • 2B • Updated Mar 21, 2025 • 2 • 2

ArabianLLM Series

native Arabian Pretrained GPT-2 models with different sizes (0.1B, 0.3B, 0.8B) trained on 20B+ Arabic tokens

Runtime error

4

ArabianGPT GroundPlay

📊

4

Generate text based on input using ArabianGPT models
ArabianGPT: Native Arabic GPT-based Large Language Model

Paper • 2402.15313 • Published Feb 23, 2024 • 3
riotu-lab/ArabianGPT-01B

Text Generation • Updated Feb 27, 2024 • 95 • 13
riotu-lab/ArabianGPT-08B-V2

Text Generation • 0.8B • Updated Apr 17, 2024 • 31

Huggingface FineWeb2 Arabic Dataset Portions

Collection of a comprehensive dataset of Arabic text sourced from the FineWeb2 project, representing diverse content across Arabic MSA and Dialect.

HuggingFaceFW/fineweb-2

Viewer • Updated Oct 27, 2025 • 4.48B • 73.4k • 759
Omartificial-Intelligence-Space/FineWeb2-MSA

Viewer • Updated Dec 15, 2024 • 907M • 160 • 2
Omartificial-Intelligence-Space/FineWeb2-Egyptian-Arabic

Viewer • Updated Dec 12, 2024 • 23.9M • 27 • 2
Omartificial-Intelligence-Space/FineWeb2-Moroccan-Arabic

Viewer • Updated Dec 12, 2024 • 69.6M • 72 • 2

Arabic Semantic Embeddings

Find Details for all models here: [https://www.omarai.me/embeddings]

Running

2

Qwen Arabic Semantic Suite

⚡

2

Process and analyze Arabic texts for similarity, classification, and more
Omartificial-Intelligence-Space/mmbert-base-arabic-nli

Sentence Similarity • 0.3B • Updated Oct 8, 2025 • 84 • 1
Omartificial-Intelligence-Space/AraGemma-Embedding-300m

Sentence Similarity • 0.3B • Updated Sep 7, 2025 • 59 • 13
Omartificial-Intelligence-Space/GATE-AraBert-v1

Feature Extraction • 0.1B • Updated Sep 7, 2025 • 1.36k • • 17

Saudi Dialect Sentence Embedding Models Collection

Here is a collection of Saudi Dialect Embedding models with Sentence Embedding, classifiers and test dataset.

Omartificial-Intelligence-Space/SA-STS-Embeddings-0.2B

Feature Extraction • 0.2B • Updated Nov 29, 2025 • 6 • 1
Omartificial-Intelligence-Space/SA-BERT-V1

Fill-Mask • 0.2B • Updated Nov 28, 2025 • 9 • 4
Omartificial-Intelligence-Space/SaudiDialect-Triplet-21

Viewer • Updated Nov 29, 2025 • 2.96k • 5 • 3
Omartificial-Intelligence-Space/saudi-dialect-test-samples

Viewer • Updated May 13, 2025 • 1.28k • 26 • 4

SHAMIYAT: A Collection of Syrian Dialect Datasets & LLMs

A collection of datasets and language models focused on the Syrian dialect, supporting NLP research and applications for Syria

SHAMI-MT: A Syrian Arabic Dialect to Modern Standard Arabic Bidirectional Machine Translation System

Paper • 2508.02268 • Published Aug 4, 2025 • 3
Sleeping

SHAMI MT App

🌍

Translate Arabic between MSA and Syrian dialect
Omartificial-Intelligence-Space/Shami-MT

Translation • 0.4B • Updated Aug 6, 2025 • 65 • 1
Omartificial-Intelligence-Space/SHAMI-MT-2MSA

Translation • 0.4B • Updated Aug 6, 2025 • 7 • 1

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/gpt-oss-math-ar

Updated Aug 9, 2025 • 8 • 3
Omartificial-Intelligence-Space/Fanar-Math-R1-GRPO

Text Generation • Updated Jun 17, 2025 • 8 • 3
Omartificial-Intelligence-Space/Diraya-3B-Instruct-Ar

Text Generation • Updated Mar 15, 2025 • 6 • 3
Omartificial-Intelligence-Space/Arabic-DeepSeek-R1-Distill-8B

Text Generation • Updated Feb 2, 2025 • 35 • 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

4

Matroyshka Eval Retrieval Ar

🌍

4
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training

Paper • 2505.24581 • Published May 30, 2025 • 2
Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning

Paper • 2407.21139 • Published Jul 30, 2024 • 7
Omartificial-Intelligence-Space/GATE-AraBert-v1

Feature Extraction • 0.1B • Updated Sep 7, 2025 • 1.36k • • 17

Arabic NLI & Semantic Similarity Datasets

The Arabic Version of SNLI and MultiNLI datasets, originally used for Natural Language Inference (NLI), may be used for finetuning embedding models.

Omartificial-Intelligence-Space/Arabic-NLi-Pair-Score

Viewer • Updated Aug 2, 2024 • 981k • 25 • 3
Omartificial-Intelligence-Space/Arabic-NLi-Pair

Viewer • Updated Aug 2, 2024 • 328k • 24 • 4
Omartificial-Intelligence-Space/Arabic-NLi-Pair-Class

Viewer • Updated Aug 3, 2024 • 981k • 201 • 2
Omartificial-Intelligence-Space/Arabic-Quora-Duplicates

Viewer • Updated Jul 3, 2024 • 149k • 29 • 2

Arabic Re-Ranking Hub

A comprehensive collection of datasets, models, and benchmarks for advancing Arabic Re-ranking systems.

Runtime error

3

Arabic Reranking Eval

🔥

3

Evaluate Arabic reranking models with insights
Omartificial-Intelligence-Space/ARA-Reranker-V1

Text Ranking • 0.6B • Updated Apr 3, 2025 • 891 • 4
NAMAA-Space/GATE-Reranker-V1

Text Ranking • 0.1B • Updated Apr 3, 2025 • 227 • 10
NAMAA-Space/Namaa-Reranker-v1

Text Ranking • 0.1B • Updated Apr 3, 2025 • 7 • 1

AraEuroBERT

Ara-EuroBERT is a collection of Arabic Semantic Embeddings built on EuroBERT, delivering adaptive embeddings with ultra-long context.

Omartificial-Intelligence-Space/AraEuroBert-210M

Feature Extraction • 0.2B • Updated Mar 20, 2025 • 7 • 7
Omartificial-Intelligence-Space/AraEuroBert-610M

Feature Extraction • 0.6B • Updated Mar 20, 2025 • 64 • 4
Omartificial-Intelligence-Space/AraEuroBert-2.1B

Feature Extraction • 2B • Updated Mar 21, 2025 • 2 • 2

Arabic ModernBERT

This collection highlights efforts to enhance Arabic NLP tasks using the latest ModernBERT models.

NAMAA-Space/AraModernBert-Base-V1.0

Fill-Mask • 0.1B • Updated 19 days ago • 101 • 14
NAMAA-Space/AraModernBert-Topic-Classifier

Text Classification • 0.1B • Updated Jan 11, 2025 • 106 • 5

ArabianLLM Series

native Arabian Pretrained GPT-2 models with different sizes (0.1B, 0.3B, 0.8B) trained on 20B+ Arabic tokens

Runtime error

4

ArabianGPT GroundPlay

📊

4

Generate text based on input using ArabianGPT models
ArabianGPT: Native Arabic GPT-based Large Language Model

Paper • 2402.15313 • Published Feb 23, 2024 • 3
riotu-lab/ArabianGPT-01B

Text Generation • Updated Feb 27, 2024 • 95 • 13
riotu-lab/ArabianGPT-08B-V2

Text Generation • 0.8B • Updated Apr 17, 2024 • 31

Arabic LLAMA3 & 3.1 FineTuned Models

Omartificial-Intelligence-Space/Arabic-llama3.1-lora-FT

Text Generation • Updated Jul 27, 2024 • 4 • 10
Omartificial-Intelligence-Space/Arabic-llama3.1-16bit-FT

Text Generation • 8B • Updated Aug 1, 2024 • 133 • • 3
Omartificial-Intelligence-Space/al-baka-16bit-llama3-8b

Text Generation • 8B • Updated May 4, 2024 • 7 • 1
Omartificial-Intelligence-Space/al-baka-16bit-llama3-8b-GGUF

Text Generation • 8B • Updated Apr 21, 2024 • 2

Huggingface FineWeb2 Arabic Dataset Portions

Collection of a comprehensive dataset of Arabic text sourced from the FineWeb2 project, representing diverse content across Arabic MSA and Dialect.

HuggingFaceFW/fineweb-2

Viewer • Updated Oct 27, 2025 • 4.48B • 73.4k • 759
Omartificial-Intelligence-Space/FineWeb2-MSA

Viewer • Updated Dec 15, 2024 • 907M • 160 • 2
Omartificial-Intelligence-Space/FineWeb2-Egyptian-Arabic

Viewer • Updated Dec 12, 2024 • 23.9M • 27 • 2
Omartificial-Intelligence-Space/FineWeb2-Moroccan-Arabic

Viewer • Updated Dec 12, 2024 • 69.6M • 72 • 2

Omartificial Intelligence Space PRO

AI & ML interests

Recent Activity

Organizations

Omartificial-Intelligence-Space 's collections 12

Qwen Arabic Semantic Suite

SHAMI MT App

Matroyshka Eval Retrieval Ar

Arabic Reranking Eval

ArabianGPT GroundPlay

Qwen Arabic Semantic Suite

SHAMI MT App

Matroyshka Eval Retrieval Ar

Arabic Reranking Eval

ArabianGPT GroundPlay