diff --git a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-cuda-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-cuda-py312-v2-25-push.yaml
index 4af240988..2d839567f 100644
--- a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-cuda-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-cuda-py312-v2-25-push.yaml
@@ -49,7 +49,8 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
+    - linux-m2xlarge/arm64
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-llmcompressor-cuda-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-llmcompressor-cuda-py312-v2-25-push.yaml
index 9e9eb054e..967a3f5f8 100644
--- a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-llmcompressor-cuda-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-llmcompressor-cuda-py312-v2-25-push.yaml
@@ -48,7 +48,8 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
+    - linux-m2xlarge/arm64
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-rocm-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-rocm-py312-v2-25-push.yaml
index 2ba41c5c8..4ddb063d9 100644
--- a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-rocm-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-pytorch-rocm-py312-v2-25-push.yaml
@@ -48,7 +48,7 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-tensorflow-cuda-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-tensorflow-cuda-py312-v2-25-push.yaml
index 9ab0aa50d..70c26245d 100644
--- a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-tensorflow-cuda-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-tensorflow-cuda-py312-v2-25-push.yaml
@@ -49,7 +49,7 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
     - linux-m2xlarge/arm64
   pipelineRef:
     resolver: git
diff --git a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-tensorflow-rocm-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-tensorflow-rocm-py312-v2-25-push.yaml
index 47ad00ba6..2c61bec05 100644
--- a/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-tensorflow-rocm-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-pipeline-runtime-tensorflow-rocm-py312-v2-25-push.yaml
@@ -47,7 +47,7 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-codeserver-datascience-cpu-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-codeserver-datascience-cpu-py312-v2-25-push.yaml
index 4af7959f5..c6d3dc025 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-codeserver-datascience-cpu-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-codeserver-datascience-cpu-py312-v2-25-push.yaml
@@ -50,6 +50,7 @@ spec:
     value:
     - linux/x86_64
     - linux-m2xlarge/arm64
+    - linux/ppc64le
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-datascience-cpu-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-datascience-cpu-py312-v2-25-push.yaml
index 2255de31f..04021a0a0 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-datascience-cpu-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-datascience-cpu-py312-v2-25-push.yaml
@@ -51,6 +51,7 @@ spec:
     value:
     - linux/x86_64
     - linux-m2xlarge/arm64
+    - linux/ppc64le
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-minimal-cuda-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-minimal-cuda-py312-v2-25-push.yaml
index 3a7c8abaf..1e4332313 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-minimal-cuda-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-minimal-cuda-py312-v2-25-push.yaml
@@ -49,7 +49,7 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
     - linux-m2xlarge/arm64
   pipelineRef:
     resolver: git
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-minimal-rocm-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-minimal-rocm-py312-v2-25-push.yaml
index 2a32a71d5..41dcfa83c 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-minimal-rocm-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-minimal-rocm-py312-v2-25-push.yaml
@@ -48,7 +48,7 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-cuda-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-cuda-py312-v2-25-push.yaml
index 169898371..1668f9ea2 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-cuda-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-cuda-py312-v2-25-push.yaml
@@ -53,7 +53,8 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
+    - linux-m2xlarge/arm64
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-llmcompressor-cuda-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-llmcompressor-cuda-py312-v2-25-push.yaml
index 35d126c8c..bd31646c2 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-llmcompressor-cuda-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-llmcompressor-cuda-py312-v2-25-push.yaml
@@ -54,7 +54,8 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
+    - linux-m2xlarge/arm64
   timeouts:
     pipeline: 8h
     tasks: 4h
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-rocm-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-rocm-py312-v2-25-push.yaml
index d968457f6..a9e3308e5 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-rocm-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-pytorch-rocm-py312-v2-25-push.yaml
@@ -52,7 +52,7 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-tensorflow-cuda-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-tensorflow-cuda-py312-v2-25-push.yaml
index eaa23439d..9bccff346 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-tensorflow-cuda-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-tensorflow-cuda-py312-v2-25-push.yaml
@@ -53,7 +53,7 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
     - linux-m2xlarge/arm64
   pipelineRef:
     resolver: git
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-tensorflow-rocm-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-tensorflow-rocm-py312-v2-25-push.yaml
index 891cc5fe1..1ca6f6db1 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-tensorflow-rocm-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-tensorflow-rocm-py312-v2-25-push.yaml
@@ -52,7 +52,7 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
   pipelineRef:
     resolver: git
     params:
diff --git a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-trustyai-cpu-py312-v2-25-push.yaml b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-trustyai-cpu-py312-v2-25-push.yaml
index 3587e7a08..5780eb24d 100644
--- a/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-trustyai-cpu-py312-v2-25-push.yaml
+++ b/pipelineruns/notebooks/.tekton/odh-workbench-jupyter-trustyai-cpu-py312-v2-25-push.yaml
@@ -53,7 +53,9 @@ spec:
     value: true
   - name: build-platforms
     value:
-    - linux-extra-fast/amd64
+    - linux/x86_64
+    - linux-m2xlarge/arm64
+    - linux/ppc64le
   pipelineRef:
     resolver: git
     params: