diff --git a/_get_started/building-w-pytorch.md b/_get_started/building-w-pytorch.md
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+---
+layout: get_started
+title: Building with PyTorch
+permalink: /get-started/building-w-pytorch/
+background-class: get-started-background
+body-class: get-started
+order: 3
+published: true
+---
+
+## Building with PyTorch
+
+The easiest way to start building with PyTorch is to leverage an existing, pretrained model. PyTorch benefits from a very large ecosystem of libraries working with pretrained models (see the PyTorch Ecosystem).
+
+### Hugging Face
+
+A repository containing a very large number of existing pretrained checkpoints (1M+) over a very wide set of tasks is the Hugging Face Hub, covering pretrained models from many PyTorch-based tools.
+
+See below for some examples to get started with pretrained models.
+
+### Getting Started with Pretrained Models
+
+Computer Vision
+Natural Language Processing & LLMS
+Computer Vision
+Audio
+Multimodal
+
+
+
diff --git a/_get_started/get-started-via-cloud-partners.md b/_get_started/get-started-via-cloud-partners.md
index 6fba614843af..bb8a03ea18e7 100644
--- a/_get_started/get-started-via-cloud-partners.md
+++ b/_get_started/get-started-via-cloud-partners.md
@@ -4,7 +4,7 @@ title: Start via Cloud Partners
permalink: /get-started/cloud-partners/
background-class: get-started-background
body-class: get-started
-order: 3
+order: 2
published: true
get-started-via-cloud: true
---
diff --git a/_get_started/pytorch.md b/_get_started/pytorch.md
index 9ea724d6ddf1..34aaf9453de7 100644
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@@ -5,7 +5,7 @@ permalink: /get-started/pytorch-2.0/
featured-img: "assets/images/featured-img-pytorch-2.png"
background-class: get-started-background
body-class: get-started
-order: 2
+order: 1
published: true
---