AWS Machine Learning Blog2026年6月3日

Fundamental's Large Tabular Model NEXUS is now available on Amazon SageMaker JumpStart

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Fundamental's Large Tabular Model NEXUS is now available on Amazon SageMaker JumpStart

TL;DR · AI Summary

Fundamental's Large Tabular Model NEXUS is now available on Amazon SageMaker JumpStart, enabling accurate predictions from structured data in days.

Key Takeaways

NEXUS is a foundation model developed by Fundamental for tabular data prediction
It offers deterministic architecture, native tabular understanding, and non-sequ
NEXUS provides advantages such as permutation invariance, billion-row capability

Outline

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§Introduction
Announcing support for Fundamental's NEXUS model on Amazon SageMaker AI
·NEXUS Model
Definition and characteristics of the NEXUS model
·Advantages of NEXUS Model
Advantages of the NEXUS model in prediction, data processing, and model training
·How NEXUS Works on Amazon SageMaker AI
Deployment flow for NEXUS on SageMaker AI
·Using NEXUS Model
How to use the NEXUS model for predictions

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Fundamental's Large Tabular Model NEXUS
- 定义和特点
  - 确定性架构
  - 原生表格理解
  - 非序列推理
- 优势
  - 排列不变性
  - 十亿行能力
  - 跨模式推理
  - 自主数据清理
- 工作原理
  - 部署流程
  - 使用方法

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The deployment flow for NEXUS on SageMaker AI includes subscribing to the model package on AWS Marketplace, deploying it as a SageMaker AI managed inference endpoint on an `ml.p5en.48xlarge` instance
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#AWS#Amazon SageMaker#tabular data#prediction#AI

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