| --- |
| pretty_name: "UTDR Dataset Toolkit" |
| language: |
| - en |
| license: mit |
| task_categories: |
| - text-generation |
| - question-answering |
| tags: |
| - sft |
| - rag |
| - evaluation |
| - data-quality |
| - reproducibility |
| - synthetic |
| configs: |
| - config_name: synthetic |
| data_files: |
| - split: train |
| path: data/synthetic/train.jsonl |
| - split: validation |
| path: data/synthetic/validation.jsonl |
| - split: test |
| path: data/synthetic/test.jsonl |
| --- |
| |
| # UTDR Dataset Toolkit |
|
|
| A reproducibility-focused toolkit documenting the architecture, validation strategy, and measured results of a private multi-modal dataset built for source-grounded SFT, RAG, and evaluation experiments. |
|
|
| > **Nota in italiano:** questa repository pubblica dimostra il processo di data engineering senza redistribuire dialoghi, codice decompilato, immagini, sprite o audio estratti dai giochi. I file visibili nel Dataset Viewer sono esclusivamente sintetici. |
|
|
| ## Why this repository exists |
|
|
| The complete research corpus contains material derived from locally owned game files and is intentionally **not distributed**. This public repository preserves the original engineering contribution: |
|
|
| - explicit source namespaces and provenance boundaries; |
| - train, validation, and test split policy; |
| - exact and normalized overlap controls; |
| - source-grounded RAG record design; |
| - sealed evaluation methodology; |
| - reproducible integrity checks and release metrics. |
|
|
| The small dataset exposed by Hugging Face is synthetic. It demonstrates the public schema and lets the validation tooling run end to end without including protected source material. |
|
|
| ## Private release, measured |
|
|
| The private `v6_ch5` release was audited locally on 2026-08-01: |
|
|
| | Component | Measured value | |
| | --- | ---: | |
| | SFT examples | 5,262 | |
| | Train / validation / test | 4,664 / 267 / 331 | |
| | Preference pairs | 304 | |
| | Sealed evaluation cases | 266 across 22 suites | |
| | JSONL rows parsed by the release validator | 216,868 | |
| | Source-ledger records | 72,092 | |
| | Indexed strings | 93,280 | |
| | Physical GML files indexed locally | 11,849 | |
| | Room images indexed locally | 252 | |
| | Audio files indexed locally | 764 | |
| | Sprite frames indexed locally | 23,700 | |
|
|
| These numbers describe the private release, not the files hosted here. See [`metrics/private_release_summary.json`](metrics/private_release_summary.json) and [`docs/validation-summary.md`](docs/validation-summary.md). |
|
|
| ## Public contents |
|
|
| ```text |
| data/synthetic/ Synthetic schema examples only |
| docs/methodology.md Pipeline and evaluation design |
| docs/private-source-boundary.md Publication boundary and exclusions |
| docs/validation-summary.md Measured private-release results |
| metrics/ Machine-readable aggregate metrics |
| schemas/ Public JSON Schema |
| scripts/validate_public_release.py |
| ``` |
|
|
| ## Validate |
|
|
| Python 3.10 or newer is recommended. The validator uses only the standard library. |
|
|
| ```bash |
| python scripts/validate_public_release.py |
| ``` |
|
|
| It verifies JSONL syntax, message roles, required synthetic markers, split overlap, required documentation, and the absence of prohibited binary or extracted-source formats. |
|
|
| ## Intended use |
|
|
| - study a practical SFT/RAG dataset layout; |
| - reuse the validation patterns on data you are authorized to process; |
| - review an example of explicit provenance and publication boundaries; |
| - reproduce the public checks against the included synthetic records. |
|
|
| ## Not intended for |
|
|
| - reconstructing or redistributing game content; |
| - training on the private corpus, which is not included; |
| - treating filenames, debug resources, or decompiled implementation details as narrative canon; |
| - claiming endorsement by or affiliation with the creators of the referenced games. |
|
|
| ## Licensing and attribution |
|
|
| The original code, documentation, schemas, and synthetic examples in this repository are released under the MIT License. No license is granted for third-party game content, and no such content is intentionally included. See [`NOTICE.md`](NOTICE.md). |
|
|
| Created by [cmdr-chara](https://github.com/cmdr-chara). |
|
|
