LearnAI
Module 17 · Local and open models (Pro) · Lesson 1/5
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Task

Open and closed models

What is the difference and the main trade-off? Return JSON {"difference": "what's the difference", "tradeoff": "the main compromise"}.

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Two worlds of models
💡 A bit of theory

AI models are divided into two worlds. Closed (proprietary) ones are available only through the provider's API: usually the most powerful, always ready to work, you pay for use, but the data goes to the provider and you depend on it. Open (open-weight) - you can download and run their weights yourself: full control, the data remains with you, there is no fee for a token, but you need hardware and maintenance, and the quality is often lower than flagships. The main compromise: closed - power and simplicity at the cost of control and privacy; open - control and privacy at the cost of quality and hassle. Rule: closed models - for power and simplicity through the API, open - for control, privacy and the absence of token fees at the cost of hardware and quality; the choice depends on what is more important to you.

How it's graded · passing score 70

  • 1Valid JSON without text around it30%
  • 2There are fields difference and tradeoff35%
  • 3difference: closed=API/powerful, open=download/control; tradeoff: power+simplicity vs control+privacy35%
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