SHIFT-SUV
No estimate
No hardware requirements for this model
This model's weights are open, but no parameter count has been published for it. Every memory and speed figure starts from that number, so we would rather show nothing than a fabricated estimate.
On record
Full specification
Everything on record for this model. Most of it describes how it was trained rather than how it runs — useful context for judging how much work went into it, and how it compares with models built at a different scale.
Origin
Who built this model, where, and when it was published.
- Organisation
- Luminary Cloud,NVIDIA,Honda
- Organisation type
- Industry,Industry,Industry
- Country
- United States of America, Japan
- Published
- 9 April 2025
What it does
The problem areas the model was built for. A model can carry several of each.
- Domain
- 3D modeling
- Task
- Aerodynamics simulations
Size
How large the model is and how much data it was trained on. Parameters are the figure that decides whether it fits on a given graphics card.
- Training data
- tokens
"At launch, the SHIFT-SUV model is trained on approximately one thousand simulations, with a goal of advancing to 25,000 by the end of the year."
Availability
Whether you can obtain the model and run it on your own hardware, which is what decides if any of the graphics-card figures on this page apply.
- Weights
- Open — downloadable
- Model access
- Open weights (non-commercial)
- Training code
- Unreleased
The model is described as open source for non-commercial purposes but it requires filling a form to access it https://shift.luminarycloud.com/
How it is classified
Labels the source dataset applies when tracking notable models, and how confident it is in the entry.
- Record confidence
- Unknown
Sources
Where this record came from and when it was last checked.
- Reference
- Luminary Cloud Unveils First Physics AI Open-Source Automotive Foundation Model for SUV Aerodynamics in Collaboration with Honda and NVIDIA
- Last updated
- 28 November 2025
What the numbers mean
Where it came from
SHIFT-SUV was published by Luminary Cloud,NVIDIA,Honda, in United States of America, in April 2025. It comes out of industry,Industry,Industry.
It works in 3D modeling, and is recorded as doing aerodynamics simulations.
The weights being open is what puts this page in the calculator rather than only in the catalogue: it is a model you can actually hold.
Answers
SHIFT-SUV — common questions
Is SHIFT-SUV open source?
Its weights are published, so SHIFT-SUV can be downloaded and run on your own hardware. Note that open weights is not the same as open source in the full sense — it says nothing about the training data, the training code, or the commercial terms attached.
How many parameters does SHIFT-SUV have?
No parameter count has been published for SHIFT-SUV, which is why no memory or speed figure appears on this page.
Who created SHIFT-SUV?
SHIFT-SUV was published by Luminary Cloud,NVIDIA,Honda, based in United States of America, categorised as industry,Industry,Industry.
When was SHIFT-SUV released?
SHIFT-SUV was published in April 2025.
What is SHIFT-SUV used for?
SHIFT-SUV works in 3D modeling, and is recorded as handling aerodynamics simulations. Models frequently carry more than one of each, and the tags describe purpose rather than capability limits.
Where can I download SHIFT-SUV?
The weights for SHIFT-SUV are published, though we do not hold a repository link for it. This site calculates hardware requirements rather than hosting model files.
What GPU do I need to run SHIFT-SUV?
We cannot say. SHIFT-SUV has open weights, but no parameter count has been published for it, and every memory and speed calculation starts from that number. We would rather show nothing than a fabricated estimate.
The other direction
Looking at it from the other side?
This page starts from the model. If you already own a card and want to know everything it will run, start from the hardware instead.