RavAngel/kc-sft-sample

KC Engineering Cost SFT Sample / 工程知识卡 SFT 样例包

English · 中文

A free bilingual (Chinese–English) supervised fine-tuning sample pack for construction cost engineering (工程造价), distilled from KC — Engineering Cost Knowledge Cards, a curated knowledge base covering Chinese pricing benchmarks (信息价), unit-rate composition (综合单价), final accounts (竣工结算), BOQ valuation under GB 50500, local consumption-quota standards, and construction-law payment rules.

Full corpus (910+ cards, growing daily) is available for licensing — see kc.engprime.cn / contact via the site.

GitHub mirror (schema, LICENSE, build provenance) → RegretSSS/kc-sft-sample

Contents

File	Rows	Description
sft/kc_sft_sample_zh.jsonl	100	Chinese instruction–answer pairs (question → structured card body)
sft/kc_sft_sample_en.jsonl	100	English pairs (topic-led explanation task → English card body)
eval/kc_eval_mini.jsonl	50	Mini evaluation set with reference answers in both languages

Sample selection: 12 flagship cards (most-cited by AI answer engines) + 72 cards with verified search demand + 16 topic-diversity picks, from a bilingual pool of 859. Answer length p50 ≈ 880 chars (zh).

Data format

Each SFT row: id, instruction, output (structured card body: topic positioning → core conclusion → applicable scope → references), source (canonical card URL), meta (short_title, quality_score, references to code clauses). Full schema in schema.md; the GitHub mirror also tracks build provenance.

License & Attribution

Released under CC BY 4.0. You are free to use, train on, and redistribute this sample pack with attribution:

工程知识卡 KC — kc.engprime.cn

If you use this data in a model, paper, or product, please cite:

@dataset{kc_cost_sft_2026,
  title  = {KC Engineering Cost SFT Sample},
  author = {engprime},
  year   = {2026},
  url    = {https://kc.engprime.cn}
}

Scope note

This sample contains original analytical card content (legal derivative summaries that interpret Chinese standards and regulations). It does not contain full-text reproductions of standards, quotas, laws, or regulations. The full in-house CPT corpus built from primary sources is not public and is available only under separate license.

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中文

面向工程造价领域的中英双语 SFT（监督微调）免费样例包，提炼自 工程知识卡 KC——覆盖信息价、综合单价组成、竣工结算、GB 50500 清单计价、地方消耗量标准、工程款支付与计息规则等主题的策展知识库。

全量语料（910+ 卡，每日增长）授权合作请通过站点联系。

GitHub 镜像（schema、LICENSE、构建口径） → RegretSSS/kc-sft-sample

内容

文件	行数	说明
sft/kc_sft_sample_zh.jsonl	100	中文指令对（知识问句 → 四段式卡正文）
sft/kc_sft_sample_en.jsonl	100	英文指令对（主题解释任务 → 英文卡正文）
eval/kc_eval_mini.jsonl	50	迷你评测集（双语参考答案）

许可与署名

CC BY 4.0：可自由使用、训练、再分发，须署名：

工程知识卡 KC — kc.engprime.cn

范围声明

本样例为原创解读性内容（对中国规范/定额/法条的合法衍生解读），不含规范、定额、法条原文的成批复制；基于一手语料的全量 CPT 语料库不公开，仅另行授权。