Datasets:

Formulith
/

formulation-records-instruct

license: cc-by-4.0
task_categories:
  - text-generation
language:
  - en
  - zh
tags:
  - chemistry
  - cheminformatics
  - formulation
  - information-extraction
  - synthetic
size_categories:
  - n<1K
pretty_name: Formulation Records Instruct

Formulation Records Instruct

A synthetic, de-identified instruction dataset for teaching an LLM to structure and reason over semiconductor wet-chemistry formulation records. Three tasks: extract (messy text → structured JSON), normalize (name/unit → canonical), explain (optimizer result → plain-language explanation).

Built by Formulith. Generator & schema: https://github.com/formulith/formulation-records-dataset.

本專案部分研發由數位發展部數位產業署 115 年 AI 算力平台支持。 Part of this work is supported by the AI Computing Platform (2026), Administration for Digital Industries, Ministry of Digital Affairs, Taiwan.

Data is synthetic

Procedurally generated — no real customer data, no proprietary formulations. Values are illustrative. Schema mirrors a real formulation-optimization pipeline (molecule identity, normalized units, objectives, feasibility).

Fields

See schema.json in the GitHub repo. Each row: { "task", "input", "output" }.

License

CC-BY-4.0.