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Learn about using large language models as evaluation judges and explore instruction fine-tuning techniques through this comprehensive lecture that covers the methodology of leveraging LLMs to assess model outputs, understand the principles behind supervised fine-tuning (SFT) for instruction-following capabilities, and examine practical applications of these approaches in improving model performance and alignment with human preferences.
Syllabus
LLM-as-judge; Instruction finetuning / SFT
Taught by
UofU Data Science