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ai-training-data-generation

Generate AI training data from EPUBs and structured documents into JSONL, HuggingFace, Ollama, and OpenAI formats.

Updated Dec 3, 2025
Search Tags:#NLP#generate#dataset#training-data#EPUB#Chuukese#parallel-corpus
One-click install
npx skills add https://github.com/findinfinitelabs/chuuk --skill ai-training-data-generation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-training-data-generation
Source: https://github.com/findinfinitelabs/chuuk/tree/main/.claude/skills/ai-training-data-generation
Command: npx skills add https://github.com/findinfinitelabs/chuuk --skill ai-training-data-generation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams generate high-quality AI training data from diverse sources—documents, text corpora, EPUBs, and structured content—especially to support low-resource languages and domain-specific knowledge extraction.

Core Features & Use Cases

  • Automated data generation from dictionaries, Bible EPUBs (NWT), JW brochures, and parallel corpora.
  • Quality & alignment: extract word-definition pairs, parallel sentences, and structured examples with validation.
  • Format versatility: export to JSONL, HuggingFace, Ollama, and OpenAI-ready formats.
  • Language-aware handling for accented characters and multilingual data, enabling reliable training data across Chuukese and other languages.
  • Scalability: generate thousands of examples from large documents and corpora.

Quick Start

Generate 5,000 Chuukese-English sentence pairs from the Chuuk dictionary and its translation EPUB, exported as JSONL.

Frequently Asked Questions about ai-training-data-generation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate AI training data from EPUB files?▼

You can generate parallel corpora by using this Skill to extract word-definition pairs and parallel sentences from dictionaries and text corpora, specifically supporting low-resource languages like Chuukese and English.

What's the best way to extract Chuukese-English parallel sentences for NLP?▼

You can generate parallel corpora by using this Skill to extract word-definition pairs and parallel sentences from dictionaries and text corpora, specifically supporting low-resource languages like Chuukese and English.

Can I export training datasets to JSONL and HuggingFace formats?▼

This Skill handles language-aware extraction for accented characters and multilingual data, ensuring reliable training data generation across Chuukese, English, and other languages without character encoding issues.

Does this tool work with low-resource languages and accented characters?▼

This Skill handles language-aware extraction for accented characters and multilingual data, ensuring reliable training data generation across Chuukese, English, and other languages without character encoding issues.

How do I validate and filter extracted dictionary pairs for dataset quality?▼

You can validate and filter extracted dictionary pairs by using the built-in quality and alignment features, which ensure structured examples meet training data standards before exporting to your desired format.

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