openadmin-sft / README.md
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dataset: OpenAdmin SFT v1 (499 examples, 4 tracks)
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metadata
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. 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.