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 • 21.1k • 284 -
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 783 • 47 -
sensenova/SenseNova-U1-8B-MoT-Interleaved
Any-to-Any • 18B • Updated • 24 • 3 -
sensenova/SenseNova-U1-8B-MoT-SFT
Any-to-Any • 18B • Updated • 589 • 51
Scaling Spatial Intelligence with Multimodal Foundation Models
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sensenova/SenseNova-SI-1.5-InternVL3-8B
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sensenova/SenseNova-SI-1.4-InternVL3-8B
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sensenova/SenseNova-SI-1.3-InternVL3-8B
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sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 1.91k • 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 • 21.1k • 284 -
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 783 • 47 -
sensenova/SenseNova-U1-8B-MoT-Interleaved
Any-to-Any • 18B • Updated • 24 • 3 -
sensenova/SenseNova-U1-8B-MoT-SFT
Any-to-Any • 18B • Updated • 589 • 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 • 1.42k • 6 -
sensenova/SenseNova-SI-1.4-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 681 • 4 -
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 44 • 10 -
sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 1.91k • 6
models 28
sensenova/SenseNova-U1-8B-MoT-Interleaved
Any-to-Any • 18B • Updated • 24 • 3
sensenova/SenseNova-U1-8B-MoT-LoRAs
Updated • 6
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 783 • 47
sensenova/SenseNova-U1-8B-MoT
Any-to-Any • 18B • Updated • 21.1k • 284
sensenova/SenseNova-U1-8B-MoT-SFT
Any-to-Any • 18B • Updated • 589 • 51
sensenova/SenseNova-U1-A3B-MoT-SFT
39B • Updated • 28 • 9
sensenova/SenseNova-U1-A3B-MoT
39B • Updated • 85 • 15
sensenova/SenseNova-U1-8B-MoT-8step-preview
Any-to-Any • 18B • Updated • 47 • 12
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 44 • 10
sensenova/SenseNova-SI-1.1-Qwen2.5-VL-3B
Image-Text-to-Text • 4B • Updated • 15 • 5
datasets 7
sensenova/SenseNova-U1-Training-Sample
Viewer • Updated • 16 • 735 • 1
sensenova/SenseNova-SI-800K
Viewer • Updated • 833k • 3.22k • 19
sensenova/SenseNova-SI-8M
Viewer • Updated • 8.17M • 11.4k • 21
sensenova/ConsistCompose3M
Viewer • Updated • 11.3M • 203 • 8
sensenova/MessyTable-SI
Preview • Updated • 419 • 3
sensenova/SenseNova-MARS-Data
Preview • Updated • 194
sensenova/HR-MMSearch
Viewer • Updated • 305 • 383