Publish the dataset, CC BY 4.0

README.md

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+---
+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](https://spellingcreator.org) 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`, and `questions`, each with `prompt`, `type`, `answers` and `steps`.
+
+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](https://github.com/Spelling-Creator/spelling-creator) under `packages/core/scripts/extract-eval/`. The model trained on it is [LFM2-1.2B-Extract-lesson](https://huggingface.co/playforgecoding/LFM2-1.2B-Extract-lesson).
+
+## Attribution
+
+CC BY 4.0. The lessons, by their authors on [spellingcreator.org](https://spellingcreator.org):
+
+| Lesson | Author |
+| ------ | ------ |
+| [The History of Domestic Cats](https://spellingcreator.org/hub/4ad249e0-ac7b-41ea-920c-d935fe2ab1b2) | Admin |
+| [Volcanoes](https://spellingcreator.org/hub/d0d80d67-17d6-43b1-8eb1-bbf38871c1dd) | CoolMom |
+| [Pompeii: The City Frozen in Time](https://spellingcreator.org/hub/3c982988-21db-4185-99ae-46c37ecfe708) | CoolMom |
+| [An Introduction to Quantum Physics](https://spellingcreator.org/hub/f9ab5354-c739-4599-b135-e2d431eda825) | CoolMom |
+| [An Introduction to Theoretical Mathematics](https://spellingcreator.org/hub/a6a26b88-7610-41f3-9b71-f8c0e3198d8c) | CoolMom |
+| [The World's Most Thrilling Theme Parks and Rides](https://spellingcreator.org/hub/15386f72-8f45-40b6-a8d9-d94808e1b3e0) | CoolMom |
+| [Penguins](https://spellingcreator.org/hub/47172d61-fce7-4497-bd28-bbdc1bc3becb) | CoolMom |
+| [Incredible Inventors](https://spellingcreator.org/hub/9a9e5a50-3dfb-43f5-bb61-cf6074d97001) | CoolMom |
+| [The History of Programming](https://spellingcreator.org/hub/64f03ca8-7751-4654-a871-342d2dedd250) | Admin |
+| [The History of the Web](https://spellingcreator.org/hub/ae01d54c-d039-43da-8c25-b69cd2f9ac52) | Admin |
+| [The History of Chocolate](https://spellingcreator.org/hub/d53b77a1-54ba-4311-a462-2f05d6d3b7d6) | Admin |
+| [The Life of Albert Einstein](https://spellingcreator.org/hub/a119b2ea-c824-48b0-8df7-8537f971d6fa) | Admin |