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Small specialised instruct models

Develop focused 1B and 3B-class instruct models for controlled enterprise tasks.

Commission this programme
Specialist engineering programme
TaskcontextContributionTaskreviewAcceptedartefactDefined task + accepted result

Develop focused 1B and 3B-class instruct models for controlled enterprise tasks.

A defined contribution.

Commissioned artefact

Specialised model, evaluation pack and serving profile.

Acceptance focus

Assess task quality alongside memory, response and deployment requirements on the selected hardware.

The operating task

Develop focused 1B and 3B-class instruct models for controlled enterprise tasks. Task-specific quality, useful reasoning and deployment fit shape the model-development programme.

Softinator's contribution

Focus compact models on bounded enterprise tasks instead of assuming broad general-purpose behaviour is necessary. The commissioned output includes specialised model, evaluation pack and serving profile.

Acceptance in use

Assess task quality alongside memory, response and deployment requirements on the selected hardware. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.

Bring the next
requirement.

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