wikis / Curated Tuning Datasets / README.md

Curated Tuning Datasets Knowledge Base

type: namespace-overview

confidence: high

updated: 2026-07-10

status: active

namespace: curated-tuning-datasets

updated: 2026-07-10

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 Of

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

Agent access: /wiki/curated-tuning-datasets/llms.txt /wiki/curated-tuning-datasets/llms-full.txt /wiki/curated-tuning-datasets/index.json

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

Structure

raw/ — raw Markdown provenance mirror for agents and source inspection.
wiki/ — synthesized knowledge pages: concepts, entities, summaries, and syntheses.
Schema and maintenance rules: see CLAUDE.md.

Usage

Add new sources: update canonical source notes in pixi-vault, then compile into this namespace.
Ask questions: agents read this wiki and cite raw/source paths.
Publish: regenerate pixi-wiki, run tests, then live-verify raw and HTML routes.

Curated Tuning Datasets¶

Active namespace for provenance-aware corpus curation, dataset recipes, and 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
eval-trace

Public Output Contract¶

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

/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.