diff --git a/docker/sandbox-bundled/Dockerfile.gpu b/docker/sandbox-bundled/Dockerfile.gpu
new file mode 100644
index 0000000000..87e8106ecf
--- /dev/null
+++ b/docker/sandbox-bundled/Dockerfile.gpu
@@ -0,0 +1,78 @@
+# syntax=docker/dockerfile:1.4-labs
+FROM --platform=${BUILDPLATFORM} mgoltzsche/podman:minimal AS builder
+
+ARG TARGETARCH
+ENV TARGETARCH "${TARGETARCH}"
+
+WORKDIR /build
+
+COPY images/manifest.txt images/preload ./
+RUN --security=insecure ./preload manifest.txt
+
+
+FROM --platform=${BUILDPLATFORM} golang:1.19-bullseye AS bootstrap
+
+ARG TARGETARCH
+ENV CGO_ENABLED 0
+ENV GOARCH "${TARGETARCH}"
+ENV GOOS linux
+
+WORKDIR /flyteorg/build
+COPY bootstrap/go.mod bootstrap/go.sum ./
+RUN go mod download
+COPY bootstrap/ ./
+RUN --mount=type=cache,target=/root/.cache/go-build --mount=type=cache,target=/root/go/pkg/mod \
+    go build -o dist/flyte-sandbox-bootstrap cmd/bootstrap/main.go
+
+FROM rancher/k3s:v1.26.4-k3s1 as k3s
+
+# We may want to have another version with devel in the future (has more features but is huge)
+FROM nvidia/cuda:11.8.0-base-ubuntu22.04
+
+ENV CRICTL_VERSION="v1.26.0" 
+ENV FLYTE_GPU "ENABLED"
+ARG TARGETARCH
+
+ARG FLYTE_SANDBOX_VERSION
+ENV FLYTE_SANDBOX_VERSION "${FLYTE_SANDBOX_VERSION}"
+RUN apt-get update \
+    && apt-get -y install gnupg2 curl nvidia-container-toolkit \
+    && chmod 1777 /tmp \
+    && mkdir -p /var/lib/rancher/k3s/agent/etc/containerd \
+    && mkdir -p /var/lib/rancher/k3s/server/manifests \
+    && curl -L https://github.com/kubernetes-sigs/cri-tools/releases/download/$CRICTL_VERSION/crictl-${CRICTL_VERSION}-linux-amd64.tar.gz --output crictl-${CRICTL_VERSION}-linux-amd64.tar.gz \
+    && tar zxvf crictl-$CRICTL_VERSION-linux-amd64.tar.gz -C /usr/local/bin \
+    && rm -f crictl-$CRICTL_VERSION-linux-amd64.tar.gz \
+    && echo "alias kubectl='k3s kubectl'" >> /root/.bashrc
+
+COPY --from=k3s /bin /bin
+COPY --from=k3s /etc /etc
+
+# Provide custom containerd configuration to configure the nvidia-container-runtime
+COPY config.toml.tmpl /var/lib/rancher/k3s/agent/etc/containerd/config.toml.tmpl
+
+COPY --from=builder /build/images/ /var/lib/rancher/k3s/agent/images/
+COPY images/tar/${TARGETARCH}/ /var/lib/rancher/k3s/agent/images/
+COPY manifests/ /var/lib/rancher/k3s/server/manifests-staging/
+COPY bin/ /bin/
+
+# Install bootstrap
+COPY --from=bootstrap /flyteorg/build/dist/flyte-sandbox-bootstrap /bin/
+
+VOLUME /var/lib/flyte/storage
+
+# Set environment variable for picking up additional CA certificates
+ENV SSL_CERT_DIR /var/lib/flyte/config/ca-certificates
+
+## START https://github.com/k3s-io/k3s/blob/master/package/Dockerfile#L15
+VOLUME /var/lib/kubelet
+VOLUME /var/lib/rancher/k3s
+VOLUME /var/lib/cni
+VOLUME /var/log
+
+ENV PATH="$PATH:/bin/aux"
+ENV CRI_CONFIG_FILE=/var/lib/rancher/k3s/agent/etc/crictl.yaml
+## END https://github.com/k3s-io/k3s/blob/master/package/Dockerfile#L15
+
+ENTRYPOINT [ "/bin/k3d-entrypoint.sh" ]
+CMD [ "server", "--disable=traefik", "--disable=servicelb" ]
diff --git a/docker/sandbox-bundled/Makefile b/docker/sandbox-bundled/Makefile
index 9ae4197673..0791174cbc 100644
--- a/docker/sandbox-bundled/Makefile
+++ b/docker/sandbox-bundled/Makefile
@@ -43,6 +43,16 @@ build: flyte manifests
 	docker buildx build --builder flyte-sandbox --allow security.insecure --load \
 		--tag flyte-sandbox:latest .
 
+.PHONY: build-gpu
+build-gpu: flyte manifests
+	[ -n "$(shell docker buildx ls | awk '/^flyte-sandbox / {print $$1}')" ] || \
+		docker buildx create --name flyte-sandbox \
+		--driver docker-container --driver-opt image=moby/buildkit:master \
+		--buildkitd-flags '--allow-insecure-entitlement security.insecure' \
+		--platform linux/arm64,linux/amd64
+	docker buildx build --builder flyte-sandbox --allow security.insecure --load \
+                --tag flyte-sandbox-gpu:latest -f Dockerfile.gpu .
+
 # Port map
 # 6443 - k8s API server
 # 30000 - Docker Registry
diff --git a/docker/sandbox-bundled/bin/k3d-entrypoint-cgroupv2.sh b/docker/sandbox-bundled/bin/k3d-entrypoint-cgroupv2.sh
index 88cb669ded..d9892decef 100755
--- a/docker/sandbox-bundled/bin/k3d-entrypoint-cgroupv2.sh
+++ b/docker/sandbox-bundled/bin/k3d-entrypoint-cgroupv2.sh
@@ -14,8 +14,12 @@ if [ -f /sys/fs/cgroup/cgroup.controllers ]; then
     # move the processes from the root group to the /init group,
   # otherwise writing subtree_control fails with EBUSY.
   mkdir -p /sys/fs/cgroup/init
-  busybox xargs -rn1 < /sys/fs/cgroup/cgroup.procs > /sys/fs/cgroup/init/cgroup.procs || :
+  if command -v busybox >/dev/null 2>&1; then
+    busybox xargs -rn1 < /sys/fs/cgroup/cgroup.procs > /sys/fs/cgroup/init/cgroup.procs || :
+  else
+    xargs -rn1 < /sys/fs/cgroup/cgroup.procs > /sys/fs/cgroup/init/cgroup.procs || :
+  fi
   # enable controllers
-  sed -e 's/ / +/g' -e 's/^/+/' <"/sys/fs/cgroup/cgroup.controllers" >"/sys/fs/cgroup/cgroup.subtree_control"
+  sed -e 's/ / +/g' -e 's/^/+/' < /sys/fs/cgroup/cgroup.controllers > /sys/fs/cgroup/cgroup.subtree_control
   echo "[$(date -Iseconds)] [CgroupV2 Fix] Done"
 fi
diff --git a/docker/sandbox-bundled/bin/k3d-entrypoint-gpu-check.sh b/docker/sandbox-bundled/bin/k3d-entrypoint-gpu-check.sh
new file mode 100755
index 0000000000..96a5390fc5
--- /dev/null
+++ b/docker/sandbox-bundled/bin/k3d-entrypoint-gpu-check.sh
@@ -0,0 +1,15 @@
+#!/bin/sh
+
+if [ -n "${FLYTE_GPU}"  ]; then
+  echo "GPU Enabled - checking if it's available"
+  nvidia-smi
+  if [ $? -eq 0 ]; then
+    echo "nvidia-smi working"
+  else
+    >&2 echo "NVIDIA not available, enable it in docker like so: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/user-guide.html"
+    exit 255 
+  fi
+
+else
+  echo "GPU not enabled"
+fi
diff --git a/docker/sandbox-bundled/config.toml.tmpl b/docker/sandbox-bundled/config.toml.tmpl
new file mode 100644
index 0000000000..c32ad5afaf
--- /dev/null
+++ b/docker/sandbox-bundled/config.toml.tmpl
@@ -0,0 +1,121 @@
+# Exactly the same as: https://github.com/k3s-io/k3s/blob/master/pkg/agent/templates/templates_linux.go#L10
+# EXCEPT under the heading: [plugins."io.containerd.grpc.v1.cri".containerd] we add: default_runtime_name = "nvidia"
+version = 2
+
+[plugins."io.containerd.internal.v1.opt"]
+  path = "{{ .NodeConfig.Containerd.Opt }}"
+[plugins."io.containerd.grpc.v1.cri"]
+  stream_server_address = "127.0.0.1"
+  stream_server_port = "10010"
+  enable_selinux = {{ .NodeConfig.SELinux }}
+  enable_unprivileged_ports = {{ .EnableUnprivileged }}
+  enable_unprivileged_icmp = {{ .EnableUnprivileged }}
+
+{{- if .DisableCgroup}}
+  disable_cgroup = true
+{{end}}
+{{- if .IsRunningInUserNS }}
+  disable_apparmor = true
+  restrict_oom_score_adj = true
+{{end}}
+
+{{- if .NodeConfig.AgentConfig.PauseImage }}
+  sandbox_image = "{{ .NodeConfig.AgentConfig.PauseImage }}"
+{{end}}
+
+{{- if .NodeConfig.AgentConfig.Snapshotter }}
+[plugins."io.containerd.grpc.v1.cri".containerd]
+  default_runtime_name = "nvidia"
+  snapshotter = "{{ .NodeConfig.AgentConfig.Snapshotter }}"
+  disable_snapshot_annotations = {{ if eq .NodeConfig.AgentConfig.Snapshotter "stargz" }}false{{else}}true{{end}}
+{{ if eq .NodeConfig.AgentConfig.Snapshotter "stargz" }}
+{{ if .NodeConfig.AgentConfig.ImageServiceSocket }}
+[plugins."io.containerd.snapshotter.v1.stargz"]
+cri_keychain_image_service_path = "{{ .NodeConfig.AgentConfig.ImageServiceSocket }}"
+[plugins."io.containerd.snapshotter.v1.stargz".cri_keychain]
+enable_keychain = true
+{{end}}
+{{ if .PrivateRegistryConfig }}
+{{ if .PrivateRegistryConfig.Mirrors }}
+[plugins."io.containerd.snapshotter.v1.stargz".registry.mirrors]{{end}}
+{{range $k, $v := .PrivateRegistryConfig.Mirrors }}
+[plugins."io.containerd.snapshotter.v1.stargz".registry.mirrors."{{$k}}"]
+  endpoint = [{{range $i, $j := $v.Endpoints}}{{if $i}}, {{end}}{{printf "%q" .}}{{end}}]
+{{if $v.Rewrites}}
+  [plugins."io.containerd.snapshotter.v1.stargz".registry.mirrors."{{$k}}".rewrite]
+{{range $pattern, $replace := $v.Rewrites}}
+    "{{$pattern}}" = "{{$replace}}"
+{{end}}
+{{end}}
+{{end}}
+{{range $k, $v := .PrivateRegistryConfig.Configs }}
+{{ if $v.Auth }}
+[plugins."io.containerd.snapshotter.v1.stargz".registry.configs."{{$k}}".auth]
+  {{ if $v.Auth.Username }}username = {{ printf "%q" $v.Auth.Username }}{{end}}
+  {{ if $v.Auth.Password }}password = {{ printf "%q" $v.Auth.Password }}{{end}}
+  {{ if $v.Auth.Auth }}auth = {{ printf "%q" $v.Auth.Auth }}{{end}}
+  {{ if $v.Auth.IdentityToken }}identitytoken = {{ printf "%q" $v.Auth.IdentityToken }}{{end}}
+{{end}}
+{{ if $v.TLS }}
+[plugins."io.containerd.snapshotter.v1.stargz".registry.configs."{{$k}}".tls]
+  {{ if $v.TLS.CAFile }}ca_file = "{{ $v.TLS.CAFile }}"{{end}}
+  {{ if $v.TLS.CertFile }}cert_file = "{{ $v.TLS.CertFile }}"{{end}}
+  {{ if $v.TLS.KeyFile }}key_file = "{{ $v.TLS.KeyFile }}"{{end}}
+  {{ if $v.TLS.InsecureSkipVerify }}insecure_skip_verify = true{{end}}
+{{end}}
+{{end}}
+{{end}}
+{{end}}
+{{end}}
+
+{{- if not .NodeConfig.NoFlannel }}
+[plugins."io.containerd.grpc.v1.cri".cni]
+  bin_dir = "{{ .NodeConfig.AgentConfig.CNIBinDir }}"
+  conf_dir = "{{ .NodeConfig.AgentConfig.CNIConfDir }}"
+{{end}}
+
+[plugins."io.containerd.grpc.v1.cri".containerd.runtimes.runc]
+  runtime_type = "io.containerd.runc.v2"
+
+[plugins."io.containerd.grpc.v1.cri".containerd.runtimes.runc.options]
+  SystemdCgroup = {{ .SystemdCgroup }}
+
+{{ if .PrivateRegistryConfig }}
+{{ if .PrivateRegistryConfig.Mirrors }}
+[plugins."io.containerd.grpc.v1.cri".registry.mirrors]{{end}}
+{{range $k, $v := .PrivateRegistryConfig.Mirrors }}
+[plugins."io.containerd.grpc.v1.cri".registry.mirrors."{{$k}}"]
+  endpoint = [{{range $i, $j := $v.Endpoints}}{{if $i}}, {{end}}{{printf "%q" .}}{{end}}]
+{{if $v.Rewrites}}
+  [plugins."io.containerd.grpc.v1.cri".registry.mirrors."{{$k}}".rewrite]
+{{range $pattern, $replace := $v.Rewrites}}
+    "{{$pattern}}" = "{{$replace}}"
+{{end}}
+{{end}}
+{{end}}
+
+{{range $k, $v := .PrivateRegistryConfig.Configs }}
+{{ if $v.Auth }}
+[plugins."io.containerd.grpc.v1.cri".registry.configs."{{$k}}".auth]
+  {{ if $v.Auth.Username }}username = {{ printf "%q" $v.Auth.Username }}{{end}}
+  {{ if $v.Auth.Password }}password = {{ printf "%q" $v.Auth.Password }}{{end}}
+  {{ if $v.Auth.Auth }}auth = {{ printf "%q" $v.Auth.Auth }}{{end}}
+  {{ if $v.Auth.IdentityToken }}identitytoken = {{ printf "%q" $v.Auth.IdentityToken }}{{end}}
+{{end}}
+{{ if $v.TLS }}
+[plugins."io.containerd.grpc.v1.cri".registry.configs."{{$k}}".tls]
+  {{ if $v.TLS.CAFile }}ca_file = "{{ $v.TLS.CAFile }}"{{end}}
+  {{ if $v.TLS.CertFile }}cert_file = "{{ $v.TLS.CertFile }}"{{end}}
+  {{ if $v.TLS.KeyFile }}key_file = "{{ $v.TLS.KeyFile }}"{{end}}
+  {{ if $v.TLS.InsecureSkipVerify }}insecure_skip_verify = true{{end}}
+{{end}}
+{{end}}
+{{end}}
+
+{{range $k, $v := .ExtraRuntimes}}
+[plugins."io.containerd.grpc.v1.cri".containerd.runtimes."{{$k}}"]
+  runtime_type = "{{$v.RuntimeType}}"
+[plugins."io.containerd.grpc.v1.cri".containerd.runtimes."{{$k}}".options]
+  BinaryName = "{{$v.BinaryName}}"
+  SystemdCgroup = {{ $.SystemdCgroup }}
+{{end}}
diff --git a/docker/sandbox-bundled/device-plugin-daemonset.yaml b/docker/sandbox-bundled/device-plugin-daemonset.yaml
new file mode 100644
index 0000000000..c53386c36c
--- /dev/null
+++ b/docker/sandbox-bundled/device-plugin-daemonset.yaml
@@ -0,0 +1,44 @@
+# Sourced from: https://k3d.io/v5.6.0/usage/advanced/cuda/?h=gpu#the-nvidia-device-plugin
+# Thank you to the k3d team for their work on this.
+
+apiVersion: apps/v1
+kind: DaemonSet
+metadata:
+  name: nvidia-device-plugin-daemonset
+  namespace: kube-system
+spec:
+  selector:
+    matchLabels:
+      name: nvidia-device-plugin-ds
+  template:
+    metadata:
+      # Mark this pod as a critical add-on; when enabled, the critical add-on scheduler
+      # reserves resources for critical add-on pods so that they can be rescheduled after
+      # a failure.  This annotation works in tandem with the toleration below.
+      annotations:
+        scheduler.alpha.kubernetes.io/critical-pod: ""
+      labels:
+        name: nvidia-device-plugin-ds
+    spec:
+      tolerations:
+      # Allow this pod to be rescheduled while the node is in "critical add-ons only" mode.
+      # This, along with the annotation above marks this pod as a critical add-on.
+      - key: CriticalAddonsOnly
+        operator: Exists
+      containers:
+      - env:
+        - name: DP_DISABLE_HEALTHCHECKS
+          value: xids
+        image: nvidia/k8s-device-plugin:1.11
+        name: nvidia-device-plugin-ctr
+        securityContext:
+          allowPrivilegeEscalation: true
+          capabilities:
+            drop: ["ALL"]
+        volumeMounts:
+          - name: device-plugin
+            mountPath: /var/lib/kubelet/device-plugins
+      volumes:
+        - name: device-plugin
+          hostPath:
+            path: /var/lib/kubelet/device-plugins
diff --git a/docker/sandbox-bundled/manifests/complete.yaml b/docker/sandbox-bundled/manifests/complete.yaml
index 06f86532c6..619a15a8ce 100644
--- a/docker/sandbox-bundled/manifests/complete.yaml
+++ b/docker/sandbox-bundled/manifests/complete.yaml
@@ -1822,3 +1822,12 @@ spec:
   updateStrategy:
     rollingUpdate: {}
     type: RollingUpdate
+---
+apiVersion: helm.cattle.io/v1
+kind: HelmChart
+metadata:
+  name: nvidia-device-plugin
+  namespace: kube-system
+spec:
+  chart: nvidia-device-plugin
+  repo: https://nvidia.github.io/k8s-device-plugin