Datasets:
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license: apache-2.0
task_categories:
- text-generation
language:
- en
tags:
- microsoft-365
- it-administration
- synthetic
pretty_name: OpenAdmin SFT
---
# OpenAdmin SFT dataset
The complete supervised fine-tuning dataset for [OpenAdmin 20B](https://huggingface.co/OpenAdminOS/openadmin-20b). 499 examples, all synthetic and machine-validated before admission. No tenant data, no scraped conversations, no distillation from proprietary APIs.
| Track | Examples | Content | Validation |
|---|---|---|---|
| a | 243 | OpenAdminOS agent-manifest drafting | every manifest re-validated against the canonical JSON schema |
| b | 96 | Microsoft Graph call planning (least-privilege scopes) | curated endpoint table |
| c | 60 | retrieval-grounded QA + abstention (answer "NOT IN DOCS" when unsupported) | answer value verified present in source chunk |
| d | 100 | fleet reasoning with mechanically-computed reasoning traces | arithmetic correct by construction |
`train-v1.jsonl` is the exact concatenation used for the v1 release. Each line is `{"messages": [...]}`; track d examples carry a `thinking` field rendered into the harmony analysis channel during training.
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