Sebastian Raschka 6/2/2024

LLM Research Insights: Instruction Masking and New LoRA Finetuning Experiments?

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This article analyzes three recent research papers on instruction finetuning and LoRA-based parameter-efficient finetuning for LLMs. It details a study questioning the common practice of masking instructions during loss calculation and discusses practical implications for LLM development, referencing popular libraries and the author's own book.

LLM Research Insights: Instruction Masking and New LoRA Finetuning Experiments?

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