diff --git a/docs/developer-guide.md b/docs/developer-guide.md
index cac2516fb..070b15387 100644
--- a/docs/developer-guide.md
+++ b/docs/developer-guide.md
@@ -79,7 +79,7 @@ metadata:
     opendatahub.io/notebook-image-name: "Example Jupyter Notebook"
     opendatahub.io/notebook-image-desc: "Exemplary Jupyter notebook image just for demonstrative purposes"
     opendatahub.io/notebook-image-order: "1"
-    opendatahub.io/recommended-accelerators: '["nvidia.com/gpu", "habana.com/gen1"]'
+    opendatahub.io/recommended-accelerators: '["nvidia.com/gpu", "amd.com/gpu"]'
   name: example-jupyter-notebook
 spec:
   lookupPolicy:
diff --git a/docs/workbench-imagestreams.md b/docs/workbench-imagestreams.md
index 627c027ad..9b7d3bb5c 100644
--- a/docs/workbench-imagestreams.md
+++ b/docs/workbench-imagestreams.md
@@ -63,7 +63,7 @@ metadata:
     opendatahub.io/notebook-image-name: "Example Jupyter Notebook"
     opendatahub.io/notebook-image-desc: "Exemplary Jupyter notebook image just for demonstrative purposes"
     opendatahub.io/notebook-image-order: "1"
-    opendatahub.io/recommended-accelerators: '["nvidia.com/gpu", "habana.com/gen1"]'
+    opendatahub.io/recommended-accelerators: '["nvidia.com/gpu", "amd.com/gpu"]'
   name: example-jupyter-notebook
 spec:
   lookupPolicy:
diff --git a/docs/workbenches.md b/docs/workbenches.md
index 55ef5feb6..4d9559a00 100644
--- a/docs/workbenches.md
+++ b/docs/workbenches.md
@@ -7,7 +7,6 @@ Open Data Hub contains the following workbench images with different variations:
 | -------------------------- | ------- | ------------ | ------ | ------- | -------- |
 | Jupyter Minimal            | ☑ | ☑      | UBI8/9 | ☒ | ☒  |
 | CUDA                       | ☑ | ☑      | UBI8/9 | ☑ | ☒  |
-| HabanaAI                   | ☑ | ☒      | UBI8/9 | ☑ | ☒  |
 | Jupyter Data Science       | ☑ | ☑      | UBI8/9 | ☒ | ☑  |
 | Jupyter Tensorflow         | ☑ | ☑      | UBI8/9 | ☑ | ☑  |
 | Jupyter PyTorch            | ☑ | ☑      | UBI8/9 | ☑ | ☑  |
diff --git a/manifests/base/README.md b/manifests/base/README.md
index 4096b0a31..5b675b966 100644
--- a/manifests/base/README.md
+++ b/manifests/base/README.md
@@ -8,7 +8,6 @@ Listing the order in which each imagestreams are introduced.
 4. jupyter-pytorch-notebook-imagestream.yaml
 5. jupyter-tensorflow-notebook-imagestream.yaml
 6. jupyter-trustyai-notebook-imagestream.yaml
-7. ~~jupyter-habana-notebook-imagestream.yaml~~ # Deprecated 
 8. code-server-notebook-imagestream.yaml
 9. rstudio-notebook-imagestream.yaml
 10. rstudio-gpu-notebook-imagestream.yaml