multimodal LLM
Prism
Pathology vision language model that writes reports from whole-slide image embeddings produced by Paige's Virchow encoder; research licence.
Levelmodel
Classmultimodal LLM
Parameters557.7M
Contextnot in the notes
Released24 Jul 2024
Opennessopen weights restricted
Runs onnot in the notes
Statusactive
Industry Use Cases
Healthcare
Pathology whole-slide imagingR&D Topics
Identity
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
- Total parameters
- 557.7M sources
- Active parameters
- –
- Checkpoint parameters
- –
- Note
- Parameter count from the safetensors index on Hugging Face.
- Context length
- not in the notes
- Input
- text, image
- 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
- open weights restricted
- Licence
- Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 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.
Links
DeveloperPaigecompany, USA
Paigecompany, USAModelPrismPaige, multimodal LLM
PrismPaige, multimodal LLMR&D TopicsDomain Adaptation (Vertical Models)Medical Vision-Language ModelsVisual Instruction Tuning
Who Runs Itnone recordedDeployments of these use cases; none names this model.
Use cases 1
Organisations 1
R&D topics 3
Visual Instruction TuningConnecting a vision encoder to a language model and training it on image-grounded instruc…produced byDomain Adaptation (Vertical Models)Training or tuning models for a sector.produced byMedical Vision-Language ModelsMultimodal models that read medical images and text to answer clinical questions and draf…produced by
Sources
- huggingface.co/paige-ai/Prism https://huggingface.co/paige-ai/Prism
- ai.azure.com/catalog/models?industry=health-and-life-scien... https://ai.azure.com/catalog/models?industry=health-and-life-sciences
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Prism", https://aurion.semai.id/models/paige-prism/, records of October 2026.