What's New in AI: Findings from the Full Stack Deep Learning (FSDL) Large Language Model (LLM) Bootcamp

Abstract

This presentation summarizes findings from the Full Stack Deep Learning Large Language Model (LLM) Workshop held April 21-22, 2023. I begin with a definition of large language models and describe how to select the best one for your use case. I then provide best practices for using large language models, examine technical limitations, and speculate on near-term trends for these models. I conclude with references to online educational materials.

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Document Details

Document Type
Technical Report
Publication Date
Jul 01, 2023
Accession Number
AD1222247

Entities

People

  • Kevin Garrison
  • Nicholas A. Wagner

Organizations

  • Institute for Defense Analyses

Tags

Readers

  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Software Verification and Validation.
  • Theoretical Analysis.

Technology Areas

  • AI & ML
  • AI & ML - Machine Translation
  • AI & ML - Neural Networks