d4rkninja/tanpo-marketing-sft

Tanpo Marketing SFT (10k)

Audit note: This preferred publish file has a high rate (~63%) of assistant 'Situation read' / identity-framing turns by design for the specialist persona. Schema, parse rate, empty-assistant, and duplicate checks are clean.

Ownership

• Owner: DarkNinja Solutions
• Creator: d4rkninja
• Community: DarkLab

Domain

Marketing and go-to-market: ads, hooks, email/SMS, landing pages, offers, positioning, ICP, funnels, pricing, brand voice, creative testing.

Dataset summary

Field	Value
Rows	10000
Schema	Chat SFT (messages with system / user / assistant)
Source file	tanpo-marketing-sft-10k-canonical.jsonl
Audit verdict	FAIL (pushed with notes)
Empty assistant rate	0.0%
Exact user+assistant dupes	0
Assistant length (min/median/max chars)	679 / 2538 / 5614

Intended use

Supervised fine-tuning (SFT) data for LFM2.5-1.2B Tanpo specialists — specifically the marketing domain model.

Related model repo (if published): d4rkninja/tanpo-marketing

Format

Each line is a JSON object:

{
  "messages": [
    {"role": "system", "content": "..."},
    {"role": "user", "content": "..."},
    {"role": "assistant", "content": "..."}
  ]
}

File layout in this repo: data/train.jsonl

Attribution

System prompts identify the specialist as owned by DarkNinja Solutions, created by d4rkninja, under the DarkLab community.

Audit

See DarkLab internal audit: ALL_DATASETS_PUSH_AUDIT.md (2026-09-17).

License

Apache 2.0 (dataset card default; respect any third-party content constraints if present in prompts).