time series
MOMENT (MOMENT-1-large)
General-purpose open time-series model for forecasting, classification and anomaly detection; not submitted to GIFT-Eval. Last PyPI momentfm 0.1.4 on 19 Mar 2025.
Levelmodel
Classtime series
Parameters346.4M
Contextnot in the notes
Released6 Feb 2024
Opennessopen weights permissive
Runs onsingle datacentre GPU
Statusactive
Benchmark Results
independent
TSB-ADtime series
Univariate, fine-tuned (FT); as reported in the PaAno paperindependent
0.39
00.30.6
Score in VUS-PR. Higher is better.
rank 5
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).
Industry Use Cases
R&D Topics
Identity
- Developer
- Carnegie Mellon University
- Family
- not in the notes
- Released
- 6 Feb 2024 sourcesannouncement page
- Weights published
- –
- Record checked
- 10 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 T5-encoder masked; pre-trained on the Time series Pile
- Total parameters
- 346.4M sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- time series
- Output
- time series
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
- MIT License sources
- Access routes
- open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- single datacentre GPU
- 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.
Links
ModelMOMENT (MOMENT-1-large)Carnegie Mellon University, time series
MOMENT (MOMENT-1-large)Carnegie Mellon University, time seriesWho Runs It
PT Pertamina Hulu Rokan (PHR)In production, 17 Oct 2025Deployments of these use cases; none names this model.
PT Pertamina Hulu Rokan (PHR)In production, 17 Oct 2025Deployments of these use cases; none names this model.Organisations 1
Sources
- MOMENT: A Family of Open Time-series Foundation Models arxiv.org https://arxiv.org/html/2402.03885v3
- GIFT Eval - a Hugging Face Space by Salesforce huggingface.co https://huggingface.co/spaces/Salesforce/GIFT-Eval
- huggingface.co/api/models/AutonLab/MOMENT-1-large https://huggingface.co/api/models/AutonLab/MOMENT-1-large
- pypi.org/pypi/momentfm/json https://pypi.org/pypi/momentfm/json
- AutonLab/MOMENT-1-large , Hugging Face huggingface.co https://huggingface.co/AutonLab/MOMENT-1-large
- arxiv.org/pdf/2602.01359 https://arxiv.org/pdf/2602.01359
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "MOMENT (MOMENT-1-Large)", https://aurion.semai.id/models/carnegie-mellon-university-moment-1-large/, records of October 2026.