Grades 3-6Fine-tuned2-5 sec

InceptLM

High-speed curriculum-aligned math question generation

Generate curriculum-aligned math questions in 2-5 seconds. Specify grade, topic, and quantity—receive complete questions with options, answers, and explanations.

API Example

Simple REST API—specify grade, topic, and quantity to generate questions instantly

{
  "grade": "5",
  "quantity": 1,
  "difficulty": "medium",
  "skills": {
    "lesson_title": "Adding Fractions",
    "substandard_description": "Add fractions with unlike denominators"
  }
}
{
  "results": [
    {
      "question": "Maria has 3/4 of a pizza left from dinner. Her brother gives her another 2/3 of a pizza. How much pizza does Maria have now?",
      "options": {
        "A": "18/12",
        "B": "5/7",
        "C": "1 5/12",
        "D": "1 1/2"
      },
      "correct_answer": "C",
      "explanation": "To add fractions with different denominators, find a common denominator. The LCM of 4 and 3 is 12. Convert: 3/4 = 9/12 and 2/3 = 8/12. Add: 9/12 + 8/12 = 17/12 = 1 5/12."
    }
  ],
  "latency_ms": 1247
}

Key Capabilities

2-5 Second Response Time

Our fastest product with average latency of 2-5 seconds per question. Optimized inference enables high-throughput parallel generation for demanding applications.

Fine-tuned LLM

Purpose-built model specifically optimized for math content generation, delivering consistent quality and curriculum-aligned output at scale.

Grades 3-6 Coverage

Generates mathematics questions across elementary grades 3 through 6, covering foundational math concepts and skills appropriate for each grade level.

Built-in Validation

Automatic validation ensures no duplicate questions and no mathematically equivalent distractors (e.g., prevents both "1/2" and "2/4" as options).

Ready to get started?

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