diff --git a/README.md b/README.md
index a003e61f433..55e6a3f9aec 100644
--- a/README.md
+++ b/README.md
@@ -134,7 +134,7 @@ from zenml.config import ResourceSettings, DockerSettings
 
 @step(
   settings={
-    "resources": ResourceSettings(memory="16Gb", gpu="1", cpu="8"),
+    "resources": ResourceSettings(memory="16GB", gpu_count="1", cpu_count="8"),
     "docker": DockerSettings(parent_image="pytorch/pytorch:1.12.1-cuda11.3-cudnn8-runtime")
   }
 )
@@ -147,6 +147,9 @@ zenml stack set k8s  # Set a stack with kubernetes orchestrator
 python run.py
 ```
 
+![Workloads with ZenML](/docs/book/.gitbook/assets/readme_compute.gif)
+
+
 ### Track models, pipeline, and artifacts
 
 Create a complete lineage of who, where, and what data and models are produced.
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diff --git a/docs/book/.gitbook/assets/readme_youtube_thumbnail.png b/docs/book/.gitbook/assets/readme_youtube_thumbnail.png
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