Project AURIONAI Use-Cases Research & Innovation
Mila

Mila

National lab, Canada. 6 models in the directory.

national labCanada
0deployments

Identity

Type
national lab
Country label
Canada
HQ country
Canada
Founding country
not in the notes
Parent
not in the notes
Parent country
not in the notes
Country basis
the research notes
Where this comes from
Convention D1: a dual label, HQ first, when the HQ, founding or parent country differ.

Models by Class

Models

ModelClassOpennessParametersReleased
Morgan StanleyLag-LlamaMorgan Stanley, ServiceNow (ServiceNow Research, Montreal), Universite de Montreal, Milatime seriesopen weights permissive2.45M12 Oct 2023IntelULTRAIntel, Milagraphopen weights permissive–6 Oct 2023MilaGraphGPSMila, Universite de Montrealgraphopen source–25 May 2022Element AIN-BEATSElement AI, Milatime seriesopen source–24 May 2019Peking UniversityRotatEPeking University, Milagraphopen source–26 Feb 2019University of CambridgeGAT (Graph Attention Network)University of Cambridge, Milagraphopen source–30 Oct 2017

Scores

BenchmarkModelScoreWho ran itSetting
GIFT-EvalLag-Llama0.88 CRPS (geo-mean, normalised to Seasonal Naive)independentpretrained, test leakage Yes; rank is average CRPS rank
GIFT-EvalLag-Llama1.228 MASE (geo-mean, normalised to Seasonal Naive)independentpretrained, test leakage Yes
Where this comes from
Every recorded score of this organisation's models, with who ran it. Scores from different settings are not directly comparable.

Sources

  1. Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting arxiv.org https://arxiv.org/html/2310.08278v3

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Mila", https://aurion.semai.id/organisations/mila/, records of October 2026.