Câu 3: CT-GenAI: Certified Tester Testing with Generative AI

In the context of Large Language Models (LLMs), which of the following statements (i-v) regarding 'tokenization' and 'context window' are CORRECT? i) Tokenization is the process of breaking down textual input into smaller units called tokens. ii) The context window dictates the maximum number of tokens that an LLM can consider at any given time to maintain coherence. iii) Increasing the size of an LLM's context window generally leads to a reduction in computational complexity and processing time. iv) Tokenization primarily involves converting tokens into high-dimensional vectors to capture their semantic relationships. v) A larger context window allows an LLM to maintain coherence over longer passages, such as when analyzing large test logs.

1. A. i, ii, and iii
2. B. i, ii, and v — đáp án hiện tại
3. C. ii, iv, and v
4. D. iii, iv, and v