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Model quantisation engineering

Assess reduced precision serving against task quality and hardware constraints.

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Specialist engineering programme
Organisation boundaryRecordsOnsite modelReviewMission and domain requirements

Assess reduced precision serving against task quality and hardware constraints.

A defined contribution.

Commissioned artefact

Quantised candidate and task comparison.

Acceptance focus

Review quality changes and hardware-specific serving results under the selected deployment conditions.

The operating task

Assess reduced precision serving against task quality and hardware constraints. Task quality, execution boundaries and the operating workload are considered together in deployment decisions.

Softinator's contribution

Assess reduced-precision serving without losing the behaviours the workload requires. The commissioned output includes quantised candidate and task comparison.

Acceptance in use

Review quality changes and hardware-specific serving results under the selected deployment conditions. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.

Bring the next
requirement.

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