README.md

metadata

language:
  - id
license: apache-2.0
task_categories:
  - text-generation
  - question-answering
size_categories:
  - 100M<n<1B
tags:
  - math
  - reasoning
  - cot
  - synthetic
  - lumina
  - foundations
  - agentic
  - enterprise-oop
  - urandom-entropy

Lumina-Math-Foundations-1B

Lumina-Math-Foundations-1B is an industrial-scale foundational mathematical reasoning dataset in Indonesian, built upon the V18.0 Adaptive OOP & Cryptographic Entropy Engine.

Key Schema Characteristics:

• Clean Text Fields (problem, step_solving, answer): 100% pure human natural language and LaTeX math without hardcoded prompt tokens.
• Adaptive Code Architecture (code, tool_calls_json): High-difficulty problems feature mandatory Enterprise @dataclass / OOP Classes, while elementary problems dynamically balance between functional snippets and classes based on os.urandom hardware entropy.
• Decoupled Tool Metadata (tool_calls_json, tool_responses_json, verification_payload): Isolated JSON strings for agentic fine-tuning and programmatic RLVR validation.