---
id: "/model-training/training-infrastructure/"
title: "Training Infrastructure: 1 curated resources"
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url: "https://skillissue.dev/model-training/training-infrastructure/"
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---

# Training Infrastructure: 1 curated resources

Curated material on training infrastructure within model training.

[Beginner](/model-training/beginner/index.md) [Intermediate](/model-training/intermediate/index.md) [Advanced](/model-training/advanced/index.md) [Expert](/model-training/expert/index.md)

1 resources · page 1 of 1

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### [The Ultra-Scale Playbook](/model-training/training-infrastructure/hugging-face-the-ultra-scale-playbook/index.md)

by [Hugging Face (nanotron)](https://nanotron-ultrascale-playbook.static.hf.space/index.html)

Understand how parallelism changes memory use and training throughput.

Expert · other · closed resource · en

[Plain-text Markdown copy](/model-training/training-infrastructure/index.md)