diff --git a/ci/check-params-env.sh b/ci/check-params-env.sh
index 52d40d0cd..a2bf2bb27 100755
--- a/ci/check-params-env.sh
+++ b/ci/check-params-env.sh
@@ -193,6 +193,22 @@ function check_image_variable_matches_name_and_commitref() {
             expected_commitref="2023b"
             expected_build_name="cuda-rstudio-c9s-python-3.9-amd64"
             ;;
+        odh-rocm-minimal-notebook-image-n)
+            expected_name="odh-rocm-jupyter-minimal-ubi9-python-3.9"
+            expected_commitref="2024a"
+            expected_build_name="rocm-ubi9-python-3.9-amd64"
+            ;;
+        odh-rocm-pytorch-notebook-image-n)
+            expected_name="odh-rocm-jupter-pytorch-ubi9-python-3.9"
+            expected_commitref="2024a"
+            expected_build_name="rocm-jupyter-pytorch-ubi9-python-3.9-amd64"
+            ;;
+        odh-rocm-tensorflow-notebook-image-n)
+            expected_name="odh-rocm-jupyter-tensorflow-ubi9-python-3.9"
+            expected_commitref="2024a"
+            expected_build_name="rocm-jupyter-tensorflow-ubi9-python-3.9-amd64"
+            ;;
+
         *)
             echo "Unimplemented variable name: '${image_variable}'"
             return 1
diff --git a/manifests/base/commit.env b/manifests/base/commit.env
index d7b5bc836..cf62d1918 100644
--- a/manifests/base/commit.env
+++ b/manifests/base/commit.env
@@ -18,3 +18,6 @@ odh-rstudio-notebook-image-commit-n=81acd47
 odh-rstudio-notebook-image-commit-n-1=5ad18c6
 odh-rstudio-gpu-notebook-image-commit-n=81acd47
 odh-rstudio-gpu-notebook-image-commit-n-1=5ad18c6
+odh-rocm-minimal-notebook-image-commit-n=1db71cc
+odh-rocm-pytorch-notebook-image-commit-n=1db71cc
+odh-rocm-tensorflow-notebook-image-commit-n=1db71cc
diff --git a/manifests/base/commit.yaml b/manifests/base/commit.yaml
index ebf4b92ba..5d3e16053 100644
--- a/manifests/base/commit.yaml
+++ b/manifests/base/commit.yaml
@@ -80,3 +80,15 @@ varReference:
     kind: ImageStream
     apiGroup: image.openshift.io/v1
     name: odh-rstudio-gpu-notebook-image-commit-n-1
+  - path: spec/tags[]/annotations/opendatahub.io\/notebook-build-commit
+    kind: ImageStream
+    apiGroup: image.openshift.io/v1
+    name: odh-rocm-minimal-notebook-image-commit-n
+  - path: spec/tags[]/annotations/opendatahub.io\/notebook-build-commit
+    kind: ImageStream
+    apiGroup: image.openshift.io/v1
+    name: odh-rocm-pytorch-notebook-image-commit-n
+  - path: spec/tags[]/annotations/opendatahub.io\/notebook-build-commit
+    kind: ImageStream
+    apiGroup: image.openshift.io/v1
+    name: odh-rocm-tensorflow-notebook-image-commit-n
diff --git a/manifests/base/jupyter-rocm-minimal-notebook-imagestream.yaml b/manifests/base/jupyter-rocm-minimal-notebook-imagestream.yaml
new file mode 100644
index 000000000..4b53c8693
--- /dev/null
+++ b/manifests/base/jupyter-rocm-minimal-notebook-imagestream.yaml
@@ -0,0 +1,29 @@
+---
+apiVersion: image.openshift.io/v1
+kind: ImageStream
+metadata:
+  labels:
+    opendatahub.io/notebook-image: "true"
+  annotations:
+    opendatahub.io/notebook-image-url: "https://github.com/opendatahub-io/notebooks/blob/main/jupyter/rocm"
+    opendatahub.io/notebook-image-name: "ROCM"
+    opendatahub.io/notebook-image-desc: "Jupyter ROCM notebook image for ODH notebooks."
+    opendatahub.io/notebook-image-order: "9"
+  name: jupyter-rocm-minimal
+spec:
+  lookupPolicy:
+    local: true
+  tags:
+    # N Version of the image
+    - annotations:
+        opendatahub.io/notebook-software: '[{"name":"ROCM","version":"6.1"},{"name":"Python","version":"v3.9"}]'
+        opendatahub.io/notebook-python-dependencies: '[{"name":"JupyterLab","version":"3.6"},{"name": "Notebook","version": "6.5"}]'
+        openshift.io/imported-from: quay.io/opendatahub/workbench-images
+        opendatahub.io/workbench-image-recommended: 'true'
+        opendatahub.io/notebook-build-commit: $(jupyter-rocm-minimal-notebook-image-commit-n)
+      from:
+        kind: DockerImage
+        name: $(jupyter-rocm-minimal-notebook-image-n)
+      name: "2024.1"
+      referencePolicy:
+        type: Source
diff --git a/manifests/base/jupyter-rocm-pytorch-notebook-imagestream.yaml b/manifests/base/jupyter-rocm-pytorch-notebook-imagestream.yaml
new file mode 100644
index 000000000..d3227807e
--- /dev/null
+++ b/manifests/base/jupyter-rocm-pytorch-notebook-imagestream.yaml
@@ -0,0 +1,29 @@
+---
+apiVersion: image.openshift.io/v1
+kind: ImageStream
+metadata:
+  labels:
+    opendatahub.io/notebook-image: "true"
+  annotations:
+    opendatahub.io/notebook-image-url: "https://github.com/opendatahub-io/notebooks/blob/main/jupyter/rocm/pytorch"
+    opendatahub.io/notebook-image-name: "ROCM-PyTorch"
+    opendatahub.io/notebook-image-desc: "Jupyter ROCM optimized PyTorch notebook image for ODH notebooks."
+    opendatahub.io/notebook-image-order: "14"
+  name: jupyter-rocm-pytorch
+spec:
+  lookupPolicy:
+    local: true
+  tags:
+    # N Version of the image
+    - annotations:
+        opendatahub.io/notebook-software: '[{"name":"Python","version":"v3.9"},{"name":"ROCM-PyTorch","version":"2.3"}]'
+        opendatahub.io/notebook-python-dependencies: '[{"name":"ROCM-PyTorch","version":"2.3"},{"name":"Tensorboard","version":"2.16"},{"name":"Kafka-Python","version":"2.0"},{"name":"Matplotlib","version":"3.8"},{"name":"Numpy","version":"1.26"},{"name":"Pandas","version":"2.2"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Elyra","version":"3.16"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.15"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
+        openshift.io/imported-from: quay.io/opendatahub/workbench-images
+        opendatahub.io/workbench-image-recommended: 'true'
+        opendatahub.io/notebook-build-commit: $(odh-rocm-pytorch-notebook-image-commit-n)
+      from:
+        kind: DockerImage
+        name: $(odh-rocm-pytorch-notebook-image-commit-n)
+      name: "2024.1"
+      referencePolicy:
+        type: Source
diff --git a/manifests/base/jupyter-rocm-tensorflow-notebook-imagestream.yaml b/manifests/base/jupyter-rocm-tensorflow-notebook-imagestream.yaml
new file mode 100644
index 000000000..629d1cdb4
--- /dev/null
+++ b/manifests/base/jupyter-rocm-tensorflow-notebook-imagestream.yaml
@@ -0,0 +1,29 @@
+---
+apiVersion: image.openshift.io/v1
+kind: ImageStream
+metadata:
+  labels:
+    opendatahub.io/notebook-image: "true"
+  annotations:
+    opendatahub.io/notebook-image-url: "https://github.com/opendatahub-io/notebooks/blob/main/jupyter/rocm/tensorflow"
+    opendatahub.io/notebook-image-name: "ROCM-TensorFlow"
+    opendatahub.io/notebook-image-desc: "Jupyter ROCM optimized TensorFlow notebook image for ODH notebooks."
+    opendatahub.io/notebook-image-order: "15"
+  name: jupyter-rocm-tensorflow
+spec:
+  lookupPolicy:
+    local: true
+  tags:
+    # N Version of the image
+    - annotations:
+        opendatahub.io/notebook-software: '[{"name":"Python","version":"v3.9"},{"name":"ROCM-TensorFlow","version":"2.15"}]'
+        opendatahub.io/notebook-python-dependencies: '[{"name":"ROCM-TensorFlow","version":"2.15"},{"name":"Tensorboard","version":"2.15"},{"name":"Kafka-Python","version":"2.0"},{"name":"Matplotlib","version":"3.8"},{"name":"Numpy","version":"1.26"},{"name":"Pandas","version":"2.2"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Elyra","version":"3.16"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.15"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
+        openshift.io/imported-from: quay.io/opendatahub/workbench-images
+        opendatahub.io/workbench-image-recommended: 'true'
+        opendatahub.io/notebook-build-commit: $(odh-rocm-tensorflow-notebook-image-commit-n)
+      from:
+        kind: DockerImage
+        name: $(odh-rocm-tensorflow-notebook-image-commit-n)
+      name: "2024.1"
+      referencePolicy:
+        type: Source
diff --git a/manifests/base/params.env b/manifests/base/params.env
index a2b3dbc25..f57c60c7b 100644
--- a/manifests/base/params.env
+++ b/manifests/base/params.env
@@ -18,3 +18,6 @@ odh-rstudio-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:0221e88
 odh-rstudio-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:06c39f6bfe37df62d5964da786c23c8cef0218c9c1835c2299e6d8575cfab630
 odh-rstudio-gpu-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:0851ca8b5d00414d73c6a0f8628b777f4dbfeed4f6d394b03771e6bd70988b30
 odh-rstudio-gpu-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:1466ee1ad83c3a99b64d6635f8e57fc92658723650399c2a743195fca41cfb65
+odh-rocm-minimal-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:de0bd30ce3afd000292c12880230a95151a3dba8768272db3b35391d5781f992
+odh-rocm-pytorch-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:dddacf2de0da8e2b3b205ad0a490ff5eddd6409d159ff1cf82f7abcb6feeba52
+odh-rocm-tensorflow-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:44f04ee15a6627b270e2e4d2e36d9cbff0ea4cdf8e3ac6e06024410aed492cd4
diff --git a/manifests/base/params.yaml b/manifests/base/params.yaml
index e1bafc7a4..a7755920f 100644
--- a/manifests/base/params.yaml
+++ b/manifests/base/params.yaml
@@ -80,3 +80,15 @@ varReference:
     kind: ImageStream
     apiGroup: image.openshift.io/v1
     name: odh-rstudio-gpu-notebook-image-n-1
+  - path: spec/tags[]/from/name
+    kind: ImageStream
+    apiGroup: image.openshift.io/v1
+    name: odh-rocm-minimal-notebook-image-n
+  - path: spec/tags[]/from/name
+    kind: ImageStream
+    apiGroup: image.openshift.io/v1
+    name: odh-rocm-pytorch-notebook-image-n
+  - path: spec/tags[]/from/name
+    kind: ImageStream
+    apiGroup: image.openshift.io/v1
+    name: odh-rocm-tensorflow-notebook-image-n