Commissioned artefact
Distilled checkpoint and task comparison.
Model distillation
Transfer task behaviour into a smaller model with quality and serving tradeoffs measured.
Commission this programmeSpecialist engineering programme
Transfer task behaviour into a smaller model with quality and serving tradeoffs measured.
A defined contribution.
Acceptance focus
Review preserved task behaviour and the quality-versus-serving tradeoff within the intended operating context.
The operating task
Transfer task behaviour into a smaller model with quality and serving tradeoffs measured. Task-specific quality, useful reasoning and deployment fit shape the model-development programme.
Softinator's contribution
Carry useful behaviour from a larger model into a smaller candidate suited to the target workload. The commissioned output includes distilled checkpoint and task comparison.
Acceptance in use
Review preserved task behaviour and the quality-versus-serving tradeoff within the intended operating context. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.
Bring the next
requirement.