Article 19 TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval
Article 16 Guided Decoding and Its Critical Role in Retrieval-Augmented Generation: A Deep Dive into Structured LLM Outputs
Arabic Models (LLM, VLM, Multimodel) NAMAA-Space/GATE-Reranker-V1 Text Ranking β’ 0.1B β’ Updated Apr 3, 2025 β’ 8 β’ 10 NAMAA-Space/gliner_arabic-v2.1 Token Classification β’ Updated Apr 13, 2025 β’ 132 β’ 15 NAMAA-Space/AraModernBert-Base-V1.0 Fill-Mask β’ 0.1B β’ Updated 1 day ago β’ 293 β’ 13 NAMAA-Space/AraModernBert-Base-STS Sentence Similarity β’ 0.1B β’ Updated Mar 9, 2025 β’ 39 β’ 6
SmolVLM π HuggingFaceTB/SmolVLM-Instruct Image-Text-to-Text β’ 2B β’ Updated Apr 8, 2025 β’ 34.5k β’ 577 OpenGVLab/InternVL3-1B Image-Text-to-Text β’ 0.9B β’ Updated Sep 11, 2025 β’ 106k β’ 78 OpenGVLab/InternVL3-2B Image-Text-to-Text β’ 2B β’ Updated Sep 11, 2025 β’ 37.5k β’ 45 LiquidAI/LFM2-VL-450M Image-Text-to-Text β’ 0.5B β’ Updated Jan 5 β’ 8.27k β’ 144
Arabic Models (LLM, VLM, Multimodel) NAMAA-Space/GATE-Reranker-V1 Text Ranking β’ 0.1B β’ Updated Apr 3, 2025 β’ 8 β’ 10 NAMAA-Space/gliner_arabic-v2.1 Token Classification β’ Updated Apr 13, 2025 β’ 132 β’ 15 NAMAA-Space/AraModernBert-Base-V1.0 Fill-Mask β’ 0.1B β’ Updated 1 day ago β’ 293 β’ 13 NAMAA-Space/AraModernBert-Base-STS Sentence Similarity β’ 0.1B β’ Updated Mar 9, 2025 β’ 39 β’ 6
SmolVLM π HuggingFaceTB/SmolVLM-Instruct Image-Text-to-Text β’ 2B β’ Updated Apr 8, 2025 β’ 34.5k β’ 577 OpenGVLab/InternVL3-1B Image-Text-to-Text β’ 0.9B β’ Updated Sep 11, 2025 β’ 106k β’ 78 OpenGVLab/InternVL3-2B Image-Text-to-Text β’ 2B β’ Updated Sep 11, 2025 β’ 37.5k β’ 45 LiquidAI/LFM2-VL-450M Image-Text-to-Text β’ 0.5B β’ Updated Jan 5 β’ 8.27k β’ 144
MElHuseyni/mxbai-edge-colbert-v0-17mv3-tr Sentence Similarity β’ 16.8M β’ Updated Oct 31, 2025 β’ 2