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README.md

CPT Data Construction

This module records the public release scope for the OR-CPT data construction stage of SLAI T-Rex.

In the technical report, OR-CPT data is built through a solver-verified synthesis engine: parameterized optimization generators create structured instances, Gurobi verifies feasibility and objective values, business-oriented problem statements are rendered, executable formulations are reconstructed, and contract checks decide whether a document is eligible for CPT.

Current Release

This directory is a design placeholder. The production OR-CPT engine, private raw corpora, solver logs, and generated full-scale CPT documents are not included in this repository release.

The released repository instead provides:

  • the technical report PDF and LaTeX source archive at the repository root;
  • the runnable SFT data distillation toolkit in ../sft_data_construction;
  • CPT conversion and training launch templates in ../cpt_training.

Target Pipeline

OR source resources
  -> generator contracts
  -> parameterized optimization instance
  -> solver execution and objective verification
  -> business problem rendering
  -> executable formulation reconstruction
  -> contract checks
  -> solver-verified CPT document

Release Requirements

Future public releases of this module should include:

  • generator contracts and schema definitions;
  • static validation rules for variables, constraints, units, and objective direction;
  • independent solver execution scripts;
  • objective-matching and feasibility checks;
  • provenance metadata from source resource to exported CPT document;
  • dataset cards that separate public, synthetic, and private-source components.

For runnable SFT data generation today, start from sft_data_construction.