graphfamily
Graphormer
Graph transformer from Microsoft, positioned by its repository as a general deep learning backbone for molecular modelling. Paper by Ying et al. (2021).
Levelfamily
Classgraph
Parametersnot in the notes
Contextnot in the notes
Released9 Jun 2021
Opennessopen source
Runs onnot in the notes
Statusactive
Lineage
Graphormer base (PCQM4Mv2) belongs to this familygraph5 Jan 2023Where 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.
Identity
- Developer
- Microsoft AI
- Family
- not in the notes
- Released
- 9 Jun 2021 sourcesannouncement page
- 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
- dense transformer Transformer with structural encodings of graphs
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- graph
- Output
- graph
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 source
- Licence
- MIT License sources
- Access routes
- not in the notes
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- Licence is that of the microsoft/Graphormer repository (MIT).
- 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
DeveloperMicrosoft AIbig tech, USA
Microsoft AIbig tech, USAModelGraphormerMicrosoft AI, graph
GraphormerMicrosoft AI, graphUse Casesnone recorded
Who Runs Itnone recorded
Organisations 1
Sources
- arxiv.org/abs/2106.05234 https://arxiv.org/abs/2106.05234
- github.com/microsoft/Graphormer https://github.com/microsoft/Graphormer
- dgl.ai/dgl_docs/api/python/nn-pytorch.html https://www.dgl.ai/dgl_docs/api/python/nn-pytorch.html
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Graphormer", https://aurion.semai.id/models/microsoft-graphormer/, records of October 2026.