Project AURIONAI Use-Cases Research & Innovation
tabularfamily

Nori

Synthefy tabular foundation model for regression: given a few labelled rows as context it predicts new rows in one forward pass, with no task-specific training.

SynthefySynthefy
Synthefy
Levelfamily
Classtabular
Parameters5.9M
Contextnot in the notes
Released24 May 2026
Opennessopen weights permissive
Runs onnot in the notes
Statusactive

R&D Topics

Tabular foundation modelsproduced by

Identity

Developer
Synthefy
Family
not in the notes
Released
24 May 2026 sourcesregistry date
Weights published
–
Record checked
12 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
dense transformer In-context learning on labelled rows; trained entirely on synthetic data
Total parameters
5.9M sources
Active parameters
–
Checkpoint parameters
–
Note
About 5.9M parameters (model card). The coverage file also lists 30M and 100M sizes.
Context length
not in the notes
Input
table
Output
table
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
open weights permissive
Licence
Apache License 2.0 sources
Access routes
open weights download
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.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. huggingface.co/Synthefy/Nori https://huggingface.co/Synthefy/Nori
  2. github.com/Synthefy/synthefy-nori https://github.com/Synthefy/synthefy-nori
  3. auto.gluon.ai/stable/api/autogluon.tabular.models.html https://auto.gluon.ai/stable/api/autogluon.tabular.models.html

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Nori", https://aurion.semai.id/models/synthefy-nori/, records of October 2026.