embeddingfamily
TwelveLabs Marengo
Video embedding models that combine visual, audio and text signals for video search and retrieval; versions 3.0 and 3.5 are current.
Levelfamily
Classembedding
Parametersnot in the notes
Contextnot in the notes
Releasednot in the notes
Opennessproprietary
Runs onnot in the notes
Statusactive
Lineage
Marengo 3.0 belongs to this familyembeddingWhere this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. Confidence and evidence are the notes' own.
R&D Topics
Identity
- Developer
- TwelveLabs
- Family
- not in the notes
- Released
- – sources
- 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
- not in the notes
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- text, image, video, audio
- Output
- text
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
- proprietary
- Licence
- Proprietary sources
- Access routes
- API
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.
Industry Use Cases
No industry use case links this model.
Links
DeveloperTwelveLabsstartup
TwelveLabsstartupModelTwelveLabs MarengoTwelveLabs, embedding
TwelveLabs MarengoTwelveLabs, embeddingR&D TopicsContrastive Image-Text Encoders (CLIP and SigLIP Lines)Video Understanding with Language Models
Use CasesPathology Whole-Slide ImagingHealthcareClinical LLM (Frontier Proprietary)HealthcareUse cases of models in the same R&D topic; none is recorded for this model itself.
Who Runs It
Banner HealthIn production, 11 Jan 2026CommureIn production, 11 Jan 2026FlatironIn production, 11 Jan 2026Novo NordiskIn production, 11 Jan 2026+13 moreDeployments of these use cases; none names this model.
Banner HealthIn production, 11 Jan 2026CommureIn production, 11 Jan 2026FlatironIn production, 11 Jan 2026Novo NordiskIn production, 11 Jan 2026+13 moreDeployments of these use cases; none names this model.Organisations 1
R&D topics 2
Sources
- docs.twelvelabs.io/docs/concepts/models/marengo https://docs.twelvelabs.io/docs/concepts/models/marengo
- Models at a glance - Amazon Bedrock docs.aws.amazon.com https://docs.aws.amazon.com/bedrock/latest/userguide/model-cards.html
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "TwelveLabs Marengo", https://aurion.semai.id/models/twelvelabs-marengo/, records of October 2026.