diff --git a/docs/src/pages/docs/models/manage-models.mdx b/docs/src/pages/docs/models/manage-models.mdx
index c5bfccee0..b67d825e2 100644
--- a/docs/src/pages/docs/models/manage-models.mdx
+++ b/docs/src/pages/docs/models/manage-models.mdx
@@ -26,14 +26,13 @@ This guide provides comprehensive instructions on adding, customizing, and delet
 
 Jan offers flexible options for managing local models through its [Cortex](https://cortex.so/) engine. Currently, Jan only supports **GGUF format** models.
 <Callout type="info">
-Local models run directly on your computer, which means they use your computer's memory (RAM) and processing power. Please choose models carefully based on your hardware specifications.
+Local models run directly on your computer, which means they use your computer's memory (RAM) and processing power. Please choose models carefully based on your hardware specifications for [Mac](/docs/desktop/mac#compatibility), [Windows](/docs/desktop/windows#compatibility), & [Linux](/docs/desktop/linux#compatibility).
 </Callout>
 
 ### Add Models
 
 #### 1. Download from Jan Hub (Recommended)
 The easiest way to get started is using Jan's built-in model hub:
-The Recommended List is a great starting point if you're looking for popular and pre-configured models that work well and quickly on most computers.
 1. Go to the **Hub**
 2. Browse available models and click on any model to see details about it
 3. Choose a model that fits your needs & hardware specifications
@@ -146,7 +145,7 @@ Key fields to configure:
 ### Delete Models
 1. Go to **Settings** > **My Models**
 2. Find the model you want to remove
-3. Select the three dots next to it and select **Delete Model**.
+3. Select the three dots next to it and select **Delete Model**
 
 <br/>
 ![Delete Model](../_assets/model-management-05.png)
@@ -168,7 +167,7 @@ Jan supports connecting to various AI cloud providers that are OpenAI API-compat
 ![Download Model](../_assets/model-management-06.png)
 <br/>
 
-Cloud models cannot be deleted, but you can hide them by disabling their respective provider extensions in **Settings** > **Engines**.
+Cloud models cannot be deleted, but you can hide them by disabling their respective provider engines in **Settings** > **Engines**.
 <br/>
 ![Download Model](../_assets/model-management-07.png)
 <br/>
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