skippy-family-certification

GGUF model family certification validates that staged splits maintain parity with full-model execution by collecting evidence of staged activation behavior and topology compliance across dense and recurrent families.

Run the end-to-end certification workflow on a target GGUF model family to collect evidence for parity, staged activation, topology constraints, and package materialization, promoting reviewed data into topology policy.

Staged split certification applies to end-to-end workflows across both dense and recurrent GGUF model families, guiding topology decisions and validating boundary conditions for staged activation behavior.

Evidence of parity ensures that staged GGUF splits execute identically to full-model execution, satisfying requirements for capability data evaluation, boundary validation, and repository documentation updates.

Maintain topology compliance by collecting evidence of topology constraints and staged activation behavior, then promoting reviewed capability data into topology policy and updating certification documentation.