EPISODE · Mar 25, 2024 · 14 MIN
Perturbation analysis of Large Language Models (LLM) [Microsoft]
from Snacks Weekly on Data Science · host Pan Wu
Description: In this episode, we discuss how the data science team at Microsoft designed perturbation analysis to understand the Large Language Model’s performance on commonly seen tasks. Based on their published tech blog, with the link provided here for your reference: https://medium.com/data-science-at-microsoft/perturbation-analysis-and-llms-how-sensitive-are-llms-to-their-input-91a8407a971f
What this episode covers
Description: In this episode, we discuss how the data science team at Microsoft designed perturbation analysis to understand the Large Language Model’s performance on commonly seen tasks. Based on their published tech blog, with the link provided here for your reference: https://medium.com/data-science-at-microsoft/perturbation-analysis-and-llms-how-sensitive-are-llms-to-their-input-91a8407a971f
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Perturbation analysis of Large Language Models (LLM) [Microsoft]
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