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
Scaling Spatial Intelligence with Multimodal Foundation Models
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sensenova/SenseNova-SI-1.5-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 146 • 6 -
sensenova/SenseNova-SI-1.4-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 1.39k • 4 -
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 71 • 11 -
sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 1.39k • 6
Vision as Unified Multimodal Generation
Scaling Spatial Intelligence with Multimodal Foundation Models
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sensenova/SenseNova-SI-1.5-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 146 • 6 -
sensenova/SenseNova-SI-1.4-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 1.39k • 4 -
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 71 • 11 -
sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 1.39k • 6
models 31
sensenova/SenseNova-U1-8B-MoT-Infographic-V3
Any-to-Any • 18B • Updated • 312 • 48
sensenova/SenseNova-Vision-7B-MoT
Any-to-Any • Updated • 946 • 92
sensenova/SenseNova-U1-8B-MoT-Infographic-V2
Any-to-Any • 18B • Updated • 345 • 26
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 508 • 56
sensenova/ConsistCompose-BAGEL-7B-MoT
15B • Updated • 26 • 7
sensenova/SenseNova-U1-8B-MoT-Interleaved
Any-to-Any • 18B • Updated • 151 • 14
sensenova/SenseNova-U1-8B-MoT-LoRAs
Updated • 10
sensenova/SenseNova-U1-8B-MoT
Any-to-Any • 18B • Updated • 31k • 288
sensenova/SenseNova-U1-8B-MoT-SFT
Any-to-Any • 18B • Updated • 352 • 51
sensenova/SenseNova-U1-A3B-MoT-SFT
39B • Updated • 21 • 9
datasets 9
sensenova/SenseNova-Vision-Corpus-50M
Viewer • Updated • 900 • 24.1k • 46
sensenova/SenseNova-Vision-Benchmark
Updated • 182 • 1
sensenova/SenseNova-SI-8M
Viewer • Updated • 8.17M • 2.5k • 22
sensenova/ConsistCompose3M
Viewer • Updated • 11.3M • 178 • 10
sensenova/SenseNova-U1-Training-Sample
Viewer • Updated • 16 • 189 • 1
sensenova/SenseNova-SI-800K
Viewer • Updated • 833k • 3.33k • 22
sensenova/MessyTable-SI
Preview • Updated • 426 • 4
sensenova/SenseNova-MARS-Data
Preview • Updated • 157
sensenova/HR-MMSearch
Viewer • Updated • 305 • 145