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Mic-Fundraiser/fundraising-english-sft

Fundraising English SFT 10,615 conversational SFT examples (OpenAI messages format) covering nonprofit fundraising: principles, frameworks, how-to guides, scenarios, strategy, common mistakes. Distilled from reference texts of the sector (Effective Fundraising, Atomic Habits, Philanthropy Revolution, Integrated Marketing Communications, Achieving Excellence in Fundraising, Infectious Generosity, and more). Train: 10,085 Validation: 530 Language: English Format: {"messages":… See the full description on the dataset page: https://huggingface.co/datasets/Mic-Fundraiser/fundraising-english-sft.

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Fundraising English SFT

10,615 conversational SFT examples (OpenAI messages format) covering nonprofit fundraising: principles, frameworks, how-to guides, scenarios, strategy, common mistakes. Distilled from reference texts of the sector (Effective Fundraising, Atomic Habits, Philanthropy Revolution, Integrated Marketing Communications, Achieving Excellence in Fundraising, Infectious Generosity, and more).

  • —Train: 10,085
  • —Validation: 530
  • —Language: English
  • —Format: {"messages": [{"role": "system|user|assistant", "content": "..."}]}
  • —System prompt: structured coaching style (diagnosis → options → recommendation)

Usage

python
from datasets import load_dataset
ds = load_dataset("Mic-Fundraiser/fundraising-english-sft")