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
Looped Diffusion Transformer
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 • 206 • 7 -
sensenova/SenseNova-SI-1.4-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 119 • 4 -
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 161 • 11 -
sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 161 • 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 • 2.04k • 293 -
sensenova/SenseNova-U1-8B-MoT-Infographic-V3
Any-to-Any • 18B • Updated • 382 • 64 -
sensenova/SenseNova-U1-8B-MoT-Infographic-V2
Any-to-Any • 18B • Updated • 116 • 29 -
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 127 • 56
Looped Diffusion Transformer
Vision as Unified Multimodal Generation
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-Unify Architecture
-
sensenova/SenseNova-U1-8B-MoT
Any-to-Any • 18B • Updated • 2.04k • 293 -
sensenova/SenseNova-U1-8B-MoT-Infographic-V3
Any-to-Any • 18B • Updated • 382 • 64 -
sensenova/SenseNova-U1-8B-MoT-Infographic-V2
Any-to-Any • 18B • Updated • 116 • 29 -
sensenova/SenseNova-U1-8B-MoT-Infographic
Any-to-Any • 18B • Updated • 127 • 56
Scaling Spatial Intelligence with Multimodal Foundation Models
-
sensenova/SenseNova-SI-1.5-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 206 • 7 -
sensenova/SenseNova-SI-1.4-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 119 • 4 -
sensenova/SenseNova-SI-1.3-InternVL3-8B
Image-Text-to-Text • 8B • Updated • 161 • 11 -
sensenova/SenseNova-SI-1.3-Qwen3-VL-8B
Image-Text-to-Text • 9B • Updated • 161 • 6