# Audit

> Audit Gemma Multimodal Fine-Tuner for training correctness, dataset leakage, MPS/device behavior, checkpoint/export integrity, evaluation validity, privacy, and CLI/wizard/visualizer regressions.

- Skill: `mattmireles/audit-2` (Agent Skill)
- Install (CLI): `npx skillmds@latest add mattmireles/audit-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/mattmireles/audit-2/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: mattmireles (https://skillmd.com/u/mattmireles)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/mattmireles/audit-2

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# Audit Gemma Tuner

Trace configuration through dataset preparation, collation, training,
evaluation, export, and recorded metrics. Prioritize leakage, unpinned model
revisions, incorrect modality routing, silent CPU fallback, invalid loss or
metrics, unsafe artifact writes, and tests that do not exercise the real path.
Use focused evidence and recommend the smallest proper fix.