---
title: Curated Tuning Datasets
created: 2026-06-16
updated: 2026-07-10
type: namespace-overview
status: active
category: data-curation
namespace: curated-tuning-datasets
confidence: high
---

# Curated Tuning Datasets

> Active namespace for provenance-aware corpus curation, dataset recipes, and readiness boundaries.

## Scope

### Covers

Dataset/source curation for LoRA/fine-tuning, provenance, scraping/source inventories, corpus readiness, dataset-recipe publication, and LKY Brain as a completed example.

### Not Covered

Training methods themselves except where they impose dataset-readiness requirements; copyright-risk decisions without provenance evidence.

### Current As

2026-07-10 — active. LKY Brain now covers the verified NAS manifest, local hydrated corpus, public recipe, adapter, and evaluation-readiness boundaries.

## Canonical Source Roots

- `Projects/LKY Archive/Index.md`
- `Projects/LKY Archive/Source Inventory.md`
- `Knowledge/concepts/corpus-to-chat-transformation.md`
- `Knowledge/concepts/dataset-recipe-publication.md`

## Crosslinks

- [[../local-ai-infrastructure/README|local-ai-infrastructure]]
- [[../eval-trace/README|eval-trace]]

## Public Output Contract

When published to `pixi-wiki`, this namespace should expose:

```text
/raw/curated-tuning-datasets/README.md
/raw/curated-tuning-datasets/wiki/index.md
/wiki/curated-tuning-datasets/README.md
/wiki/curated-tuning-datasets/wiki/index.md
```

## Maintenance

- Edit canonical source notes first.
- Use `Wiki Compiler Maps/Namespace Wiki Compiler Map.md` for routing decisions.
- Do not compile Daily Notes directly unless promoted or verified.