image generation
SenseNova-U1-A3B-MoT
SenseNova-U1 variant that unifies multimodal understanding and generation in a mixture-of-experts design with about 3B active parameters.
Levelmodel
Classimage generation
Parametersnot in the notes
Contextnot in the notes
Released12 May 2026
Opennessunknown
Runs onnot in the notes
Statusactive
Benchmark Results
vendor-reported
GenEvalgenerative media
paper-reported, labelled unverified by Codesota; year 2026vendor-reported
0.91
00.51
Score in score. Higher is better.
rank 3 of 7, Codesota aggregator
Where this comes from
Every score names who ran it: vendor-reported, maintainer-run or independent. A rank is shown with the population it was ranked in (gap rule 3).
Identity
- Developer
- not in the notes
- Family
- not in the notes
- Released
- 12 May 2026 sourcesinferred from page
- Weights published
- –
- Record checked
- 11 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- MoE Mixture-of-Transformers with stream-wise mixture of experts: 128 understanding experts and 32 generation experts, top-8 routing per stream
- Total parameters
- – sources
- Active parameters
- 3B
- Checkpoint parameters
- –
- Note
- 30.0B understanding experts, 8.2B generation experts, about 3B active per the paper; GenEval table row 8BA3B
- Context length
- not in the notes
- Input
- text
- Output
- image
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- unknown
- Licence
- not in the notes sources
- Access routes
- not in the notes
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- not in the notes
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Lineage
The notes record no lineage for this model.
Industry Use Cases
No industry use case links this model.
Links
Developersnone recorded
ModelSenseNova-U1-A3B-MoTimage generation
Use Casesnone recorded
Who Runs Itnone recorded
Sources
- arxiv.org/abs/2605.12500 https://arxiv.org/abs/2605.12500
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "SenseNova-U1-A3B-MoT", https://aurion.semai.id/models/sensenova-u1-a3b-mot/, records of October 2026.