Molecular Diffusion Models with Virtual Receptors

Closed weights Verily Research June 2024

No estimate

No hardware requirements for this model

The weights for this model have not been published, so it cannot be downloaded or run on your own hardware at any size. It is reachable only through its provider, and no graphics card changes that.

On record

Full specification

Everything on record for this model. Most of it describes how it was trained rather than how it runs — useful context for judging how much work went into it, and how it compares with models built at a different scale.

Origin

Who built this model, where, and when it was published.

Organisation
Verily Research
Organisation type
Industry
Country
United States of America
Published
26 June 2024
Authors
Matan Halfon, Eyal Rozenberg, Ehud Rivlin, Daniel Freedman

What it does

The problem areas the model was built for. A model can carry several of each.

Domain
Biology
Task
Drug discovery

Size

How large the model is and how much data it was trained on. Parameters are the figure that decides whether it fits on a given graphics card.

Training data
tokens

"The refined datasets are of size 132,863 (train) and 63,929 (validation)."

Epochs
1,000

The training run

What it physically took to train: which chips, how many, for how long, and what that drew from the wall.

Wall-clock time
73 hours

How it is classified

Labels the source dataset applies when tracking notable models, and how confident it is in the entry.

Record confidence
Confident

Sources

Where this record came from and when it was last checked.

Reference
Molecular Diffusion Models with Virtual Receptors
Last updated
28 November 2025

What the numbers mean

Background

Molecular Diffusion Models with Virtual Receptors was published by Verily Research, in United States of America, in June 2024. The organisation is categorised as industry.

It works in Biology, and is recorded as doing drug discovery.

Because the weights are not available, none of the hardware figures elsewhere on this site apply to it.

Answers

Molecular Diffusion Models with Virtual Receptors — common questions

01

When was Molecular Diffusion Models with Virtual Receptors released?

Molecular Diffusion Models with Virtual Receptors was published in June 2024. Capability per parameter has improved considerably since, so a newer model of the same size is often the better use of the same hardware.

02

What is Molecular Diffusion Models with Virtual Receptors used for?

Molecular Diffusion Models with Virtual Receptors works in Biology, and is recorded as handling drug discovery. These are the areas it was designed around; they describe intent rather than a hard boundary.

03

What GPU do I need to run Molecular Diffusion Models with Virtual Receptors?

None. Molecular Diffusion Models with Virtual Receptors is a closed model — its weights were never published, so it cannot be downloaded or run on your own hardware at any price. It is reachable only through its provider.

04

Is Molecular Diffusion Models with Virtual Receptors open source?

The licensing for Molecular Diffusion Models with Virtual Receptors was never recorded in our source data. We treat unstated licensing as closed, because an unrecorded licence is not one to rely on.

05

How many parameters does Molecular Diffusion Models with Virtual Receptors have?

No parameter count has been published for Molecular Diffusion Models with Virtual Receptors, which is why no memory or speed figure appears on this page.

06

Who created Molecular Diffusion Models with Virtual Receptors?

Molecular Diffusion Models with Virtual Receptors was published by Verily Research, based in United States of America, categorised as industry.

Source

Original publication

Record last updated 28 November 2025

The other direction

Looking at it from the other side?

This page starts from the model. If you already own a card and want to know everything it will run, start from the hardware instead.