diff --git a/docs/hub/spaces-sdks-docker-giskard.md b/docs/hub/spaces-sdks-docker-giskard.md
index b2a32dffd..4c2e9a89c 100644
--- a/docs/hub/spaces-sdks-docker-giskard.md
+++ b/docs/hub/spaces-sdks-docker-giskard.md
@@ -27,7 +27,7 @@ Hugging Face Spaces. This Giskard app is a **self-contained application complete
You can deploy Giskard on Spaces with just a few clicks:
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+
diff --git a/docs/hub/spaces-sdks-docker-jupyter.md b/docs/hub/spaces-sdks-docker-jupyter.md
index 685a959d6..4c427ca91 100644
--- a/docs/hub/spaces-sdks-docker-jupyter.md
+++ b/docs/hub/spaces-sdks-docker-jupyter.md
@@ -7,7 +7,7 @@
You can deploy JupyterLab on Spaces with just a few clicks. First, go to [this link](https://huggingface.co/new-space?template=SpacesExamples/jupyterlab) or click the button below:
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+
Spaces requires you to define:
diff --git a/docs/hub/spaces-sdks-docker-label-studio.md b/docs/hub/spaces-sdks-docker-label-studio.md
index 3719bff1f..ac7644784 100644
--- a/docs/hub/spaces-sdks-docker-label-studio.md
+++ b/docs/hub/spaces-sdks-docker-label-studio.md
@@ -20,7 +20,7 @@ production-ready application hosted on Spaces.
You can deploy Label Studio on Spaces with just a few clicks:
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+
Spaces requires you to define:
diff --git a/docs/hub/spaces-sdks-docker-livebook.md b/docs/hub/spaces-sdks-docker-livebook.md
index f46c04f23..1be888ca1 100644
--- a/docs/hub/spaces-sdks-docker-livebook.md
+++ b/docs/hub/spaces-sdks-docker-livebook.md
@@ -15,7 +15,7 @@ To learn more about it, watch this [15-minute video](https://www.youtube.com/wat
You can get Livebook up and running in a Space with just a few clicks. Click the button below to start creating a new Space using Livebook's Docker template:
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+
Then:
@@ -32,7 +32,7 @@ This will start building your Space using Livebook's Docker image.
The visibility of the Space must be set to public for the Smart cells feature in Livebook to function properly. However, your Livebook instance will be protected by Livebook authentication.
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+
Smart cell is a type of Livebook cell that provides a UI component for accomplishing a specific task. The code for the task is generated automatically based on the user's interactions with the UI, allowing for faster completion of high-level tasks without writing code from scratch.
diff --git a/docs/hub/spaces-sdks-docker-marimo.md b/docs/hub/spaces-sdks-docker-marimo.md
index 01c070fdb..be7e723eb 100644
--- a/docs/hub/spaces-sdks-docker-marimo.md
+++ b/docs/hub/spaces-sdks-docker-marimo.md
@@ -16,7 +16,7 @@ Key features:
To get started with marimo on Spaces, click the button below:
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+
This will start building your Space using marimo's Docker template. If successful, you should see a similar application to the [marimo introduction notebook](https://huggingface.co/spaces/marimo-team/marimo-app-template).
diff --git a/docs/hub/spaces-sdks-docker-panel.md b/docs/hub/spaces-sdks-docker-panel.md
index 8e702c0a6..483e616b9 100644
--- a/docs/hub/spaces-sdks-docker-panel.md
+++ b/docs/hub/spaces-sdks-docker-panel.md
@@ -8,7 +8,7 @@ Visit [Panel documentation](https://panel.holoviz.org/) to learn more about maki
You can deploy Panel on Spaces with just a few clicks:
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There are a few key parameters you need to define: the Owner (either your personal account or an organization), a Space name, and Visibility. In case you intend to execute computationally intensive deep learning models, consider upgrading to a GPU to boost performance.
diff --git a/docs/hub/spaces-sdks-docker-shiny.md b/docs/hub/spaces-sdks-docker-shiny.md
index eb0f2d243..a331f711f 100644
--- a/docs/hub/spaces-sdks-docker-shiny.md
+++ b/docs/hub/spaces-sdks-docker-shiny.md
@@ -17,7 +17,7 @@ Shiny for Python is ideal for Hugging Face applications because it integrates sm
To get started deploying a Space, click this button to select your hardware and specify if you want a public or private Space.
The Space template will populate a few files to get your app started.
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+
_app.py_
@@ -43,7 +43,7 @@ To integrate Hugging Face tools into an R app, you can either use [httr2](https:
To deploy an R Shiny Space, click this button and fill out the space metadata.
This will populate the Space with all the files you need to get started.
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+
_app.R_
diff --git a/docs/hub/spaces-sdks-docker-zenml.md b/docs/hub/spaces-sdks-docker-zenml.md
index 6d38e9a1e..fcc21f2b3 100644
--- a/docs/hub/spaces-sdks-docker-zenml.md
+++ b/docs/hub/spaces-sdks-docker-zenml.md
@@ -35,7 +35,7 @@ make it work with whatever your custom tool or workflow is.
You can deploy ZenML on Spaces with just a few clicks:
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To set up your ZenML app, you need to specify three main components: the Owner