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tao-run-deft-aoi-cosmos3

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Run the disk-backed DEFT AOI improvement loop for NVIDIA Cosmos Reason 3 / Cosmos3 models, using Nano by default and Edge or Super when explicitly requested: evaluate the base model on Proxy and frozen Benchmark splits, mine real image pairs from Proxy gaps, generate AnomalyGen synthetic NG pairs, assemble a per-iteration Train JSON from both producers, train with Cosmos Framework LoRA SFT, and repeat through the selected platform's submit/status/logs/cancel contract. This migration supports bare labels only: the assistant response must be exactly OK or NG. Use for "run Cosmos3 DEFT AOI", "CR3 AOI loop", or "improve Cosmos3 PCB inspection with bare OK/NG"; do not use for rich/reasoning annotation, one-off Cosmos training, or generic anomaly generation.

skills/tao-run-deft-aoi-cosmos3/SKILL.md

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Network or broad shell
Last checked
Nov 9, 2026

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3,909
Repository last updated
Nov 6, 2026
License
Apache-2.0

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# tao-run-deft-aoi-cosmos3

## Installation

Install this application as part of the full TAO skill-bank root, not as only
the companion skill folders: a usable install places `skills/`, `scripts/`,
`templates/`, and `versions.yaml` under the same `TAO_SKILL_BANK_PATH`. Any
install that ships only the skill folders, for example an agent plugin or
skills-only install, must also provide the bank-level scripts, templates, and
`versions.yaml` and point `TAO_SKILL_BANK_PATH` at their common root before
running `scripts/resolve_tao_model.py`. Run bundled validation with the skill
Python so dependencies match runtime: `PYTHON=$(bash scripts/deft_python.sh); "$PYTHON"
-m unittest tests.test_cosmos3_bare`. Resolve network mode first. Missing
air-gap imports are a hard stop; network-enabled setup lives only in
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