diff --git a/.github/workflows/odh-build-and-publish-images.yaml b/.github/workflows/odh-build-and-publish-images.yaml
new file mode 100644
index 0000000000..7a117b64dc
--- /dev/null
+++ b/.github/workflows/odh-build-and-publish-images.yaml
@@ -0,0 +1,116 @@
+# Reusable workflows for publishing Training Operator images.
+# Copied from the build-and-publish-images.yaml
+name: ODH Build And Publish Operator Image
+
+on:
+  workflow_call:
+    inputs:
+      component-name:
+        required: true
+        type: string
+      platforms:
+        required: true
+        type: string
+      dockerfile:
+        required: true
+        type: string
+      context:
+        required: false
+        type: string
+        default: "."
+      quay-repo-name:
+        required: false
+        type: string
+        default: "opendatahub"
+    secrets:
+      QUAY_USERNAME:
+        required: false
+      QUAY_TOKEN:
+        required: false
+
+jobs:
+  build-and-publish-opeator:
+    name: ODH - Publish Operator Image
+    runs-on: ubuntu-latest
+    env:
+      GOPATH: ${{ github.workspace }}/go
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        
+      - name: Set up Go
+        uses: actions/setup-go@v3
+        with:
+          go-version: '1.20'
+    
+      - name: Login to Quay.io
+        id: podman-login-quay
+        # Trigger workflow only for ${{ inputs.github-org }}/training-operator repository with specific branch (master, v.*-branch) or tag (v.*).
+        if: >-
+          (github.ref == 'refs/heads/master' || (startsWith(github.ref, 'refs/heads/v') && endsWith(github.ref, '-branch')) || startsWith(github.ref, 'refs/tags/v')) 
+        shell: bash
+        run: |
+            podman login --username ${{ secrets.QUAY_USERNAME }} --password ${{ secrets.QUAY_TOKEN }} quay.io
+      - name: Run go mod
+        shell: bash
+        run: |
+          go mod download
+      - name: Add Docker Tags
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: quay.io/${{ inputs.quay-repo-name }}/${{ inputs.component-name }}
+          tags: |
+            type=raw,latest
+            type=sha,prefix=v1-  
+      
+      # Build operators inside the gh runner vm directly and then copy the go binaries to docker images using the Dockerfile.buildx
+      - name: Build linux/amd64 Operator go binary
+        env:
+          CGO_ENABLED: 1
+          GOOS: linux
+          GOARCH: amd64
+        shell: bash
+        run: |
+          CGO_ENABLED=$CGO_ENABLED GOOS=$GOOS GOARCH=$GOARCH go build -tags strictfipsruntime -a -o manager-$GOARCH cmd/training-operator.v1/main.go
+ 
+      - name: Build linux/arm64 Operator go binary
+        env:
+          CC: aarch64-linux-gnu-gcc
+          CGO_ENABLED: 1
+          GOOS: linux
+          GOARCH: arm64
+        shell: bash
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y gcc-aarch64-linux-gnu libc6-dev-arm64-cross
+          CC=$CC CGO_ENABLED=$CGO_ENABLED GOOS=$GOOS GOARCH=$GOARCH go build -tags strictfipsruntime -a -o manager-$GOARCH cmd/training-operator.v1/main.go
+      
+      - name: Build image 
+        id: build-image
+        uses: redhat-actions/buildah-build@v2
+        with:
+          image: quay.io/${{ inputs.quay-repo-name }}/${{ inputs.component-name }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+          platforms: ${{ inputs.platforms }}  
+          containerfiles: |
+            ${{ inputs.dockerfile }}
+      
+      - name: Push To quay.io
+        if:  always() && steps.podman-login-quay.outcome == 'success' && steps.build-image.outcome == 'success'
+        id: push-to-quay
+        uses: redhat-actions/push-to-registry@v2
+        with:
+          image: ${{ steps.build-image.outputs.image }}
+          tags: ${{ steps.build-image.outputs.tags }}
+      
+      - name: Print image url
+        if: steps.push-to-quay.outcome == 'success'
+        shell: bash  
+        run: echo "Image pushed to ${{ steps.push-to-quay.outputs.registry-paths }}"
+
+      - name: Logout from Quay.io
+        if: always() && steps.podman-login-quay.outcome == 'success'
+        run: |
+          podman logout quay.io
diff --git a/.github/workflows/odh-build-and-publish-operator-image.yaml b/.github/workflows/odh-build-and-publish-operator-image.yaml
new file mode 100644
index 0000000000..ddb34f104c
--- /dev/null
+++ b/.github/workflows/odh-build-and-publish-operator-image.yaml
@@ -0,0 +1,98 @@
+# This is a copy of the publish-core-images.yaml and has been customized to
+# use the quay login credentials.
+# The unused parts of the original have been commented out on purpose.
+name: ODH -- Publish Training Operator Core Images
+
+on:
+  - push
+  - pull_request
+
+jobs:
+    build-and-publish-opeator:
+      name: ODH - Publish Operator Image
+      runs-on: ubuntu-latest  
+      env:
+        GOPATH: ${{ github.workspace }}/go
+      steps:
+        - name: Checkout
+          uses: actions/checkout@v4
+          
+        - name: Set up Go
+          uses: actions/setup-go@v3
+          with:
+#            go-version: '1.20'
+            go-version-file: go.mod
+      
+        - name: Login to Quay.io
+          id: podman-login-quay
+          # Trigger workflow only for specific branch (master, v.*-branch) or tag (v.*).
+          if: >-
+            (github.ref == 'refs/heads/master' || (startsWith(github.ref, 'refs/heads/v') && endsWith(github.ref, '-branch')) || startsWith(github.ref, 'refs/tags/v')) 
+          shell: bash
+          run: |
+              podman login --username ${{ secrets.QUAY_USERNAME }} --password ${{ secrets.QUAY_TOKEN }} quay.io
+        
+        - name: Run go mod
+          shell: bash
+          run: |
+            go mod download
+        
+        - name: Add Docker Tags
+          id: meta
+          uses: docker/metadata-action@v5
+          with:
+            images: quay.io/${{ vars.QUAY_REPO_NAME }}/training-operator
+            tags: |
+              type=raw,latest
+              type=sha,prefix=v1-  
+        
+        # Build operators inside the gh runner vm directly and then copy the go binaries to docker images using the Dockerfile.buildx
+        - name: Build linux/amd64 Operator go binary
+          env:
+            CGO_ENABLED: 1
+            GOOS: linux
+            GOARCH: amd64
+          shell: bash
+          run: |
+            CGO_ENABLED=$CGO_ENABLED GOOS=$GOOS GOARCH=$GOARCH go build -tags strictfipsruntime -a -o manager-$GOARCH cmd/training-operator.v1/main.go
+   
+        - name: Build linux/arm64 Operator go binary
+          env:
+            CC: aarch64-linux-gnu-gcc
+            CGO_ENABLED: 1
+            GOOS: linux
+            GOARCH: arm64
+          shell: bash
+          run: |
+            sudo apt-get update
+            sudo apt-get install -y gcc-aarch64-linux-gnu libc6-dev-arm64-cross
+            CC=$CC CGO_ENABLED=$CGO_ENABLED GOOS=$GOOS GOARCH=$GOARCH go build -tags strictfipsruntime -a -o manager-$GOARCH cmd/training-operator.v1/main.go
+        
+        - name: Build image 
+          id: build-image
+          uses: redhat-actions/buildah-build@v2
+          with:
+            image: quay.io/${{ vars.QUAY_REPO_NAME }}/training-operator
+            tags: ${{ steps.meta.outputs.tags }}
+            labels: ${{ steps.meta.outputs.labels }}
+            platforms: linux/amd64,linux/arm64 
+            containerfiles: |
+              "build/images/training-operator/Dockerfile.buildx"
+        
+        - name: Push To quay.io
+          if:  always() && steps.podman-login-quay.outcome == 'success' && steps.build-image.outcome == 'success'
+          id: push-to-quay
+          uses: redhat-actions/push-to-registry@v2
+          with:
+            image: ${{ steps.build-image.outputs.image }}
+            tags: ${{ steps.build-image.outputs.tags }}
+        
+        - name: Print image url
+          if: steps.push-to-quay.outcome == 'success'
+          shell: bash  
+          run: echo "Image pushed to ${{ steps.push-to-quay.outputs.registry-paths }}"
+  
+        - name: Logout from Quay.io
+          if: always() && steps.podman-login-quay.outcome == 'success'
+          run: |
+            podman logout quay.io 
diff --git a/.github/workflows/template-publish-image/action.yaml b/.github/workflows/template-publish-image/action.yaml
index 3fdef3524d..b57580f5fc 100644
--- a/.github/workflows/template-publish-image/action.yaml
+++ b/.github/workflows/template-publish-image/action.yaml
@@ -59,10 +59,7 @@ runs:
     - name: Build and Push
       uses: docker/build-push-action@v3
       with:
-        platforms: ${{ inputs.platforms }}
-        context: ${{ inputs.context }}
-        file: ${{ inputs.dockerfile }}
-        push: ${{ inputs.push }}
+        image: ${{ inputs.image }}
         tags: ${{ steps.meta.outputs.tags }}
         cache-from: type=gha
         cache-to: type=gha,mode=max
diff --git a/build/images/training-operator/Dockerfile.buildx b/build/images/training-operator/Dockerfile.buildx
new file mode 100644
index 0000000000..e6de911541
--- /dev/null
+++ b/build/images/training-operator/Dockerfile.buildx
@@ -0,0 +1,7 @@
+FROM registry.access.redhat.com/ubi9/ubi-minimal:9.3
+ARG TARGETARCH
+WORKDIR /
+COPY ./manager-${TARGETARCH} ./manager
+USER 65532:65532
+
+ENTRYPOINT ["/manager"]