🤖 AI Engineer Assessment

LLMs, embeddings, RAG, model evaluation & AI infra

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Question 1 of 100/10 answered

Llm Fundamentals· Scenario-based

Q1.You are calling GPT-4 and notice that increasing the "temperature" parameter from 0.2 to 1.5 changes responses dramatically. What does temperature control?

The maximum number of tokens the model generates per response

The randomness/creativity of token sampling — higher values produce more varied output, lower values are more deterministic

The speed of inference — higher temperature means faster generation

The model version to use — 1.5 selects a newer model checkpoint

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