NEO-unify: Building Native Multimodal Unified Models End to End
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Papers
Vision as Unified Multimodal Generation
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture
Articles
sensenova/SenseNova-U1.5-8B-MoT-Preview
Any-to-Any • 18B • Updated • 11
sensenova/SenseNova-U1-8B-MoT-Infographic-V3
Any-to-Any • 18B • Updated • 486 • 57
sensenova/SenseNova-Vision-7B-MoT
Any-to-Any • Updated • 1.15k • 99
sensenova/SenseNova-U1-8B-MoT-Infographic-V2
Any-to-Any • 18B • Updated • 310 • 26
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 347 • 56
sensenova/ConsistCompose-BAGEL-7B-MoT
15B • Updated • 26 • 7
sensenova/SenseNova-U1-8B-MoT-Interleaved
Any-to-Any • 18B • Updated • 148 • 14
sensenova/SenseNova-U1-8B-MoT-LoRAs
Updated • 10
sensenova/SenseNova-U1-8B-MoT
Any-to-Any • 18B • Updated • 28.8k • 290
sensenova/SenseNova-U1-8B-MoT-SFT
Any-to-Any • 18B • Updated • 342 • 51
sensenova/SenseNova-U1-A3B-MoT-SFT
39B • Updated • 24 • 9
sensenova/SenseNova-U1-A3B-MoT
39B • Updated • 58 • 16
sensenova/SenseNova-U1-8B-MoT-8step-preview
Any-to-Any • 18B • Updated • 19 • 12
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 77 • 11
sensenova/SenseNova-SI-1.1-Qwen2.5-VL-3B
Image-Text-to-Text • 4B • Updated • 33 • 5
sensenova/SenseNova-SI-1.1-Qwen2.5-VL-7B
Image-Text-to-Text • 8B • Updated • 35 • 5
sensenova/SenseNova-SI-1.1-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 43 • 7
sensenova/SenseNova-SI-1.1-InternVL3-2B
Image-Text-to-Text • 2B • Updated • 88 • 7
sensenova/SenseNova-SI-1.2-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 50 • 11
sensenova/SenseNova-SI-1.1-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 58 • 15
sensenova/SenseNova-SI-1.1-BAGEL-7B-MoT
Image-Text-to-Text • 15B • Updated • 23 • 5
sensenova/SenseNova-SI-1.4-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 807 • 4
sensenova/SenseNova-SI-1.5-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 841 • 7
sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 682 • 6
sensenova/SenseNova-MARS-32B
Image-Text-to-Text • 33B • Updated • 37 • 5
sensenova/SenseNova-MARS-8B
Image-Text-to-Text • 9B • Updated • 343 • 7
sensenova/SenseNova-SI-1.1-InternVL3-8B-800K
Image-Text-to-Text • 8B • Updated • 24 • 4
sensenova/InteractiveOmni-8B
Any-to-Any • 10B • Updated • 700 • 10
sensenova/InteractiveOmni-4B
Any-to-Any • 6B • Updated • 47 • 6
sensenova/piccolo-large-zh-v2
Updated • 27 • 68