Samuel Neural Checkers II

Closed weights University of Geneva 0K parameters November 1967

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
University of Geneva
Organisation type
Academia
Country
Switzerland
Published
1 November 1967
Authors
Palmieri, G. and R. Sanna

What it does

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

Domain
Games
Task
Checkers

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.

Parameters
0K

"The total number of parameters used at any one time has been varied from a very few to as many as 40"

Training data
tokens

How it is classified

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

Citations
747

Sources

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

Reference
Some studies in machine learning using the game of checkers. Part II
Last updated
28 November 2025

What the numbers mean

What this model is

Samuel Neural Checkers II was published by University of Geneva, in the country recorded as Switzerland, during November 1967. The category the publisher falls under is academia.

It works in the domain of Games, and is recorded as performing the task of checkers.

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

Answers

Samuel Neural Checkers II — common questions

01

Samuel Neural Checkers II— what GPU do I need to run it?

None. This 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.

02

Samuel Neural Checkers II— is it open source?

The licensing was never recorded in our source data. We treat unstated licensing as closed, because an unrecorded licence is not one to rely on.

03

Samuel Neural Checkers II— how many parameters does it have?

It has a parameter count of 0K. "The total number of parameters used at any one time has been varied from a very few to as many as 40". That figure is the total, and it is what decides how much memory the model needs — roughly half a gigabyte per billion at the compression most people use.

04

Samuel Neural Checkers II— who created it?

It was published by University of Geneva, based in Switzerland, an organisation categorised as academia.

05

Samuel Neural Checkers II— when was it released?

It was published in November 1967. Capability per parameter has improved considerably since, so a newer model of the same size is often the better use of the same hardware.

06

Samuel Neural Checkers II— what is it used for?

It works in the domain of Games, and is recorded as handling the task of checkers. Models frequently carry more than one of each, and the tags describe purpose rather than capability limits.

Source

Original publication

Record last updated 28 November 2025

The other direction

Looking at it from the other side?

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