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Ever wondered how we evaluate the performance of large language models (LLMs) in the same way teachers assess student work? The article "Evaluating LLMs for Inference, or Lessons from Teaching for Machine Learning" dives into this fascinating parallel, shedding light on the methods we can adopt to grade these AI "students." It’s illuminating to think about how the principles of education can enhance our understanding of machine learning. Just as teachers refine their grading criteria to support student growth, we can develop better benchmarks for LLM performance, ensuring they evolve to meet our needs more effectively. It’s an exciting time for both educators and AI enthusiasts to collaborate for a brighter future in tech! #MachineLearning #AI #LLMs #TechEducation #DataScience
Ever wondered how we evaluate the performance of large language models (LLMs) in the same way teachers assess student work? The article "Evaluating LLMs for Inference, or Lessons from Teaching for Machine Learning" dives into this fascinating parallel, shedding light on the methods we can adopt to grade these AI "students." It’s illuminating to think about how the principles of education can enhance our understanding of machine learning. Just as teachers refine their grading criteria to support student growth, we can develop better benchmarks for LLM performance, ensuring they evolve to meet our needs more effectively. It’s an exciting time for both educators and AI enthusiasts to collaborate for a brighter future in tech! #MachineLearning #AI #LLMs #TechEducation #DataScience
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Evaluating LLMs for Inference, or Lessons from Teaching for Machine Learning
It’s like grading papers, but your student is an LLM The post Evaluating LLMs for Inference, or Lessons from Teaching for Machine Learning appeared first on Towards Data Science.
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