license: cc-by-4.0
language:
- en
pretty_name: Spelling Creator document import
size_categories:
- n<1K
task_categories:
- text-generation
tags:
- information-extraction
- document-parsing
- structured-output
configs:
- config_name: default
data_files:
- split: train
path: train.jsonl
- split: test
path: holdout.jsonl
Spelling Creator document import
One section of a lesson as someone might have typed it up, paired with that section as lesson JSON. Spelling Creator is a lesson builder for Spelling to Communicate (S2C), used with nonspeaking spellers. Its Import from text reads a typed lesson with rules, and hands the sections the rules cannot read to a small on-device model; this dataset trains that model.
What is in it
Chat-format JSONL, ready for a supervised fine-tune (TRL's SFTTrainer takes it as is):
- system: the lesson section's JSON schema and a guide to the question types.
- user: one section of a document, cut and laid out exactly as the import hands it to the model.
- assistant: the section as JSON:
name,paragraphs,spellingWords, andquestions, each withprompt,type,answersandsteps.
Every lesson is rendered in nine layouts (style on each row): the app's own Word export read back as raw text, six typed-up layouts the rules read (plain, qa, caps, bullets, colon, worked), and two they cannot (nomarks: no question marks or numbers, the answer tacked on; runon: a numbered list that lost its line breaks). From those two, a section is in only if the import would really send it to the model. Targets follow the document as written: no section name where it shows no heading, and prompts without question marks where the layout dropped them.
| split | examples | lessons |
|---|---|---|
| train | 521 | 10 |
| test | 108 | the two newest: The History of Domestic Cats, and Pompeii: The City Frozen in Time |
How it was made
Rendered by code from lessons published on the Spelling Creator hub, so every target is the lesson's own content, not a model's reading of it. The renderers, the splitter and the scorer are in the Spelling Creator repository under packages/core/scripts/extract-eval/. The model trained on it is LFM2-1.2B-Extract-lesson.
Attribution
CC BY 4.0. The lessons, by their authors on spellingcreator.org:
| Lesson | Author |
|---|---|
| The History of Domestic Cats | Admin |
| Volcanoes | CoolMom |
| Pompeii: The City Frozen in Time | CoolMom |
| An Introduction to Quantum Physics | CoolMom |
| An Introduction to Theoretical Mathematics | CoolMom |
| The World's Most Thrilling Theme Parks and Rides | CoolMom |
| Penguins | CoolMom |
| Incredible Inventors | CoolMom |
| The History of Programming | Admin |
| The History of the Web | Admin |
| The History of Chocolate | Admin |
| The Life of Albert Einstein | Admin |