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Reference Architecture for Generative AI Compute and Storage with Lenovo ThinkSystem

Reference Architecture

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Published
21 Feb 2024
Form Number
LP1899
PDF size
35 pages, 1.1 MB

Abstract

Generative AI (GenAI) and its subset of large language models (LLMs) have exploded on the scene to offer capabilities never seen. From model-based creation of original art and music to the ability to distill actionable information from the massive content on the internet, these models have become powerful tools for discovery and innovation.

Lenovo’s initiatives on this front are designed to mitigate a company’s risks that they encountered when developing infrastructure supporting Generative AI. This document focuses on the role external storage plays in a comprehensive GenAI solution. The sections that follow address the challenges, provide an optimized reference architecture, and discuss the appropriate solution hardware.

Table of Contents

1 Introduction
2 Analytics Discussion
3 Architectural Overview
4 Storage Platforms
5 Hardware and Network Topology
6 Other Considerations
7 Appendix: Lenovo Bill of materials
8 Appendix
Resources

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