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Open Weight

Explore the inference code on GitHub and download pretrained model weights from Hugging Face.

Causilo

A pretrained Tabular Foundation Model for classification and regression. Predict labels and values from the examples in your table, without task-specific retraining.

Model WeightsSource Code

Ephris

A Graph Foundation Model for in-context node classification. Predict unknown node labels from features, connections, and labeled examples, without a new training run for each graph.

Model WeightsSource Code

Licensing

The code is Apache-2.0. Model weights use separate licenses; commercial and production use require a separate license.

Review the Causilo license and Ephris license, or contact contact@nums.world to discuss your use.