NEO-unify: Building Native Multimodal Unified Models End to End
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Papers
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture
Demystifing Video Reasoning
Articles
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-Unify Architecture
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sensenova/SenseNova-U1-8B-MoT
Any-to-Any • 18B • Updated • 38.5k • 287 -
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 663 • 49 -
sensenova/SenseNova-U1-8B-MoT-Interleaved
Any-to-Any • 18B • Updated • 94 • 11 -
sensenova/SenseNova-U1-8B-MoT-SFT
Any-to-Any • 18B • Updated • 742 • 51
Scaling Spatial Intelligence with Multimodal Foundation Models
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sensenova/SenseNova-SI-1.5-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 818 • 6 -
sensenova/SenseNova-SI-1.4-InternVL3-8B
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sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 86 • 10 -
sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 3.43k • 6
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-Unify Architecture
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sensenova/SenseNova-U1-8B-MoT
Any-to-Any • 18B • Updated • 38.5k • 287 -
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 663 • 49 -
sensenova/SenseNova-U1-8B-MoT-Interleaved
Any-to-Any • 18B • Updated • 94 • 11 -
sensenova/SenseNova-U1-8B-MoT-SFT
Any-to-Any • 18B • Updated • 742 • 51
Scaling Spatial Intelligence with Multimodal Foundation Models
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sensenova/SenseNova-SI-1.5-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 818 • 6 -
sensenova/SenseNova-SI-1.4-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 819 • 4 -
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 86 • 10 -
sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 3.43k • 6
models 28
sensenova/ConsistCompose-BAGEL-7B-MoT
15B • Updated • 29 • 7
sensenova/SenseNova-U1-8B-MoT-Interleaved
Any-to-Any • 18B • Updated • 94 • 11
sensenova/SenseNova-U1-8B-MoT-LoRAs
Updated • 8
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 663 • 49
sensenova/SenseNova-U1-8B-MoT
Any-to-Any • 18B • Updated • 38.5k • 287
sensenova/SenseNova-U1-8B-MoT-SFT
Any-to-Any • 18B • Updated • 742 • 51
sensenova/SenseNova-U1-A3B-MoT-SFT
39B • Updated • 70 • 9
sensenova/SenseNova-U1-A3B-MoT
39B • Updated • 92 • 16
sensenova/SenseNova-U1-8B-MoT-8step-preview
Any-to-Any • 18B • Updated • 64 • 12
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 86 • 10
datasets 7
sensenova/ConsistCompose3M
Viewer • Updated • 11.3M • 162 • 8
sensenova/SenseNova-U1-Training-Sample
Viewer • Updated • 16 • 790 • 1
sensenova/SenseNova-SI-800K
Viewer • Updated • 833k • 2.46k • 19
sensenova/SenseNova-SI-8M
Viewer • Updated • 8.17M • 7.65k • 21
sensenova/MessyTable-SI
Preview • Updated • 407 • 3
sensenova/SenseNova-MARS-Data
Preview • Updated • 164
sensenova/HR-MMSearch
Viewer • Updated • 305 • 340