diff --git a/modules/jupyter/jupyter_config/config-selfauth-autopilot.yaml b/modules/jupyter/jupyter_config/config-selfauth-autopilot.yaml
index 39db61330..e8851f566 100644
--- a/modules/jupyter/jupyter_config/config-selfauth-autopilot.yaml
+++ b/modules/jupyter/jupyter_config/config-selfauth-autopilot.yaml
@@ -144,37 +144,6 @@ singleuser:
           cloud.google.com/machine-family: "c3"
           cloud.google.com/gke-ephemeral-storage-local-ssd: "true"
       default: true
-    - display_name: "GPU (T4)"
-      description: "Creates GPU VMs (T4) as the compute for notebook execution."
-      profile_options:
-        storage:
-          display_name: "Storage"
-          choices:
-            DefaultStorage:
-              display_name: "Local (Standard)"
-              kubespawner_override:
-                default: true
-            GCSFuse:
-              display_name: "GCSFuse"
-              kubespawner_override:
-                volume_mounts:
-                - name: gcs-fuse-csi-ephemeral
-                  mountPath: /home/jovyan
-                volumes:
-                - name: gcs-fuse-csi-ephemeral
-                  csi:
-                    driver: gcsfuse.csi.storage.gke.io
-                    volumeAttributes:
-                      bucketName: ${gcs_bucket}
-                      mountOptions: "uid=1000,gid=100,o=noexec,implicit-dirs,dir-mode=777,file-mode=777,only-dir=notebooks/{username}"
-      kubespawner_override:
-        image: ${notebook_image}:${notebook_image_tag}
-        extra_resource_limits:
-          nvidia.com/gpu: "2"
-        extra_resource_guarantees:
-          nvidia.com/gpu: "2"
-        node_selector:
-          cloud.google.com/gke-accelerator: "nvidia-tesla-t4"
     - display_name: "GPU (L4)"
       description: "Creates GPU VMs (L4) as the compute for notebook execution."
       profile_options:
@@ -208,37 +177,6 @@ singleuser:
           cloud.google.com/compute-class: "Accelerator"
           cloud.google.com/gke-accelerator: "nvidia-l4"
           cloud.google.com/gke-ephemeral-storage-local-ssd: "true"
-    - display_name: "GPU (A100)"
-      description: "Creates GPU VMs (A100) as the compute for notebook execution."
-      profile_options:
-        storage:
-          display_name: "Storage"
-          choices:
-            DefaultStorage:
-              display_name: "Local (Standard)"
-              kubespawner_override:
-                default: true
-            GCSFuse:
-              display_name: "GCSFuse"
-              kubespawner_override:
-                volume_mounts:
-                - name: gcs-fuse-csi-ephemeral
-                  mountPath: /home/jovyan
-                volumes:
-                - name: gcs-fuse-csi-ephemeral
-                  csi:
-                    driver: gcsfuse.csi.storage.gke.io
-                    volumeAttributes:
-                      bucketName: ${gcs_bucket}
-                      mountOptions: "uid=1000,gid=100,o=noexec,implicit-dirs,dir-mode=777,file-mode=777,only-dir=notebooks/{username}"
-      kubespawner_override:
-        image: ${notebook_image}:${notebook_image_tag}
-        extra_resource_limits:
-          nvidia.com/gpu: "2"
-        extra_resource_guarantees:
-          nvidia.com/gpu: "2"
-        node_selector:
-          cloud.google.com/gke-accelerator: "nvidia-tesla-a100"
   cmd: null
   cloudMetadata:
     blockWithIptables: false
diff --git a/modules/jupyter/jupyter_config/config-selfauth.yaml b/modules/jupyter/jupyter_config/config-selfauth.yaml
index 8010c3403..d69ac5747 100644
--- a/modules/jupyter/jupyter_config/config-selfauth.yaml
+++ b/modules/jupyter/jupyter_config/config-selfauth.yaml
@@ -155,99 +155,6 @@ singleuser:
                       bucketName: ${gcs_bucket}
                       mountOptions: "uid=1000,gid=100,o=noexec,implicit-dirs,dir-mode=777,file-mode=777,only-dir=notebooks/{username}"
       default: true
-    - display_name: "TPU"
-      description: "Creates TPUs VMs as the compute for notebook execution. Will only work if TPU is enabled."
-      profile_options:
-        storage:
-          display_name: "Storage"
-          choices:
-            DefaultStorage:
-              display_name: "DefaultStorage"
-              kubespawner_override:
-                default: true
-            GCSFuse:
-              display_name: "GCSFuse"
-              kubespawner_override:
-                volume_mounts:
-                - name: gcs-fuse-csi-ephemeral
-                  mountPath: /home/jovyan
-                volumes:
-                - name: gcs-fuse-csi-ephemeral
-                  csi:
-                    driver: gcsfuse.csi.storage.gke.io
-                    volumeAttributes:
-                      bucketName: ${gcs_bucket}
-                      mountOptions: "uid=1000,gid=100,o=noexec,implicit-dirs,dir-mode=777,file-mode=777,only-dir=notebooks/{username}"
-      kubespawner_override:
-        image: jupyter/tensorflow-notebook:python-3.10
-        extra_resource_limits:
-          google.com/tpu: "4"
-        node_selector:
-          cloud.google.com/gke-tpu-accelerator: "tpu-v4-podslice"
-          cloud.google.com/gke-tpu-topology: "2x2x1"
-    - display_name: "GPU T4"
-      description: "Creates GPU VMs (T4) as the compute for notebook execution"
-      profile_options:
-        storage:
-          display_name: "Storage"
-          choices:
-            DefaultStorage:
-              display_name: "DefaultStorage"
-              kubespawner_override:
-                default: true
-            GCSFuse:
-              display_name: "GCSFuse"
-              kubespawner_override:
-                volume_mounts:
-                - name: gcs-fuse-csi-ephemeral
-                  mountPath: /home/jovyan
-                volumes:
-                - name: gcs-fuse-csi-ephemeral
-                  csi:
-                    driver: gcsfuse.csi.storage.gke.io
-                    volumeAttributes:
-                      bucketName: ${gcs_bucket}
-                      mountOptions: "uid=1000,gid=100,o=noexec,implicit-dirs,dir-mode=777,file-mode=777,only-dir=notebooks/{username}"
-      kubespawner_override:
-        image: ${notebook_image}:${notebook_image_tag}
-        extra_resource_limits:
-          # number of gpus needed on the node
-          nvidia.com/gpu: "2"
-      #  possible values: nvidia-tesla-k80, nvidia-tesla-p100, nvidia-tesla-p4, nvidia-tesla-v100, nvidia-tesla-t4, nvidia-tesla-a100, nvidia-a100-80gb, nvidia-l4
-        node_selector:
-          cloud.google.com/gke-accelerator: "nvidia-tesla-t4"
-    - display_name: "GPU A100"
-      description: "Creates GPU VMs (A100) as the compute for notebook execution"
-      profile_options:
-        storage:
-          display_name: "Storage"
-          choices:
-            DefaultStorage:
-              display_name: "DefaultStorage"
-              kubespawner_override:
-                default: true
-            GCSFuse:
-              display_name: "GCSFuse"
-              kubespawner_override:
-                volume_mounts:
-                - name: gcs-fuse-csi-ephemeral
-                  mountPath: /home/jovyan
-                volumes:
-                - name: gcs-fuse-csi-ephemeral
-                  csi:
-                    driver: gcsfuse.csi.storage.gke.io
-                    volumeAttributes:
-                      bucketName: ${gcs_bucket}
-                      mountOptions: "uid=1000,gid=100,o=noexec,implicit-dirs,dir-mode=777,file-mode=777,only-dir=notebooks/{username}"
-      kubespawner_override:
-        image: ${notebook_image}:${notebook_image_tag}
-        extra_resource_limits:
-          nvidia.com/gpu: "2"
-        # GPU requests
-        extra_resource_guarantees:
-          nvidia.com/gpu: "2"
-        node_selector:
-          cloud.google.com/gke-accelerator: "nvidia-tesla-a100"
   cmd: null
   cloudMetadata:
     blockWithIptables: false