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How Should Large Language Models Be Evaluated?

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 0 implied HN points • 01 Nov 23
🕹 Technology Evaluation
  1. Large Language Models (LLMs) should be evaluated based on their knowledge, alignment, and safety. This helps ensure they meet necessary standards.
  2. Evaluation has become more complex as LLMs can do higher-level tasks, rather than just basic language checks like syntax and vocabulary.
  3. Creating a clear taxonomy for LLM evaluation helps guide researchers and companies in assessing these models effectively.