diff --git a/.buildkite/pipeline.yml b/.buildkite/pipeline.yml
index fbf5b49..813320d 100644
--- a/.buildkite/pipeline.yml
+++ b/.buildkite/pipeline.yml
@@ -1,42 +1,57 @@
-env:
-  SECRET_CODECOV_TOKEN: "MIXvKy8FpOJzyBykdGQdVdn0jVli57e1Mc1QQQQA6RyLBdViYwCOjLQS+Yh5sgeD5eEm9JLtu6ISePq01EjqpHF7/6zJlcEJTqj2JidcH/sp/FnJiIY0MfV48DSrz1XA7rN6hHQ8wh09+BMG1Ur4CbtwVQl1HF3wZqmt+b2Ahknyxd0mrIoT3j6RJ90vVSGagLLqWolaQLLOFoGNyHbeFV15r1YXLZDkwyE1SSNz4JF3qEN7vFbM9ZnbR4edd7zWABdDiGd3FDnbn1OJFbZ3JzJXph6JAxZyF34RFDzZsERiKyIrAM+0LfyDYqCAcYnjDpJoEASZugTTwIKXOjUkyQ==;U2FsdGVkX1+go3U7v0bYSZs2Lx4R/lwnJXQm4ATdXL2Y7x5H9QDOgazDvusO8UmBtwHFi3szvPuuxr/gcXYgxw=="
-
 steps:
-  - label: "Julia 1.6"
-    plugins:
-      - JuliaCI/julia#v1:
-          version: 1.6
-      - JuliaCI/julia-test#v1: ~
-      - JuliaCI/julia-coverage#v1:
-          codecov: true
-    agents:
-      queue: "juliagpu"
-      cuda: "10.0"
-    if: build.message !~ /\[skip tests\]/
-    timeout_in_minutes: 60
+  - group: ":julia: Julia"
+    steps:
+      - label: "Julia {{matrix.julia}}"
+        plugins:
+          - JuliaCI/julia#v1:
+              version: "{{matrix.julia}}"
+          - JuliaCI/julia-test#v1: ~
+          - JuliaCI/julia-coverage#v1: ~
+        agents:
+          queue: "juliagpu"
+          cuda: "*"
+        commands: |
+          julia --project -e "
+            using CUDA
+            CUDA.set_runtime_version!(local_toolkit=true)"
+        timeout_in_minutes: 60
+        matrix:
+          setup:
+            julia:
+              - "1.10"
+              - "1.11"
 
-  - label: "Julia 1.7"
-    plugins:
-      - JuliaCI/julia#v1:
-          version: 1.7
-      - JuliaCI/julia-test#v1: ~
-      - JuliaCI/julia-coverage#v1:
-          codecov: true
-    agents:
-      queue: "juliagpu"
-      cuda: "10.0"
-    if: build.message !~ /\[skip tests\]/
-    timeout_in_minutes: 60
+  - group: "CUDA"
+    steps:
+      - label: "CUDA {{matrix.cuda}}"
+        plugins:
+          - JuliaCI/julia#v1:
+              version: "1.11"
+          - JuliaCI/julia-test#v1: ~
+          - JuliaCI/julia-coverage#v1: ~
+        agents:
+          queue: "juliagpu"
+          cuda: "*"
+        timeout_in_minutes: 45
+        matrix:
+          setup:
+            cuda:
+              - "12.6"
+              - "12.5"
+              - "12.4"
+              - "12.3"
+              - "12.2"
+              - "12.1"
+              - "12.0"
+              - "11.8"
+              - "11.7"
+              - "11.6"
+              - "11.5"
+              - "11.4"
+        commands: |
+          julia --project -e "
+            using CUDA
+            CUDA.set_runtime_version!(v\"{{matrix.cuda}}\")"
 
-  - label: "Julia 1.8"
-    plugins:
-      - JuliaCI/julia#v1:
-          version: 1.8
-      - JuliaCI/julia-test#v1: ~
-      - JuliaCI/julia-coverage#v1:
-          codecov: true
-    agents:
-      queue: "juliagpu"
-      cuda: "10.0"
-    if: build.message !~ /\[skip tests\]/
-    timeout_in_minutes: 60
+env:
+  SECRET_CODECOV_TOKEN: "MIXvKy8FpOJzyBykdGQdVdn0jVli57e1Mc1QQQQA6RyLBdViYwCOjLQS+Yh5sgeD5eEm9JLtu6ISePq01EjqpHF7/6zJlcEJTqj2JidcH/sp/FnJiIY0MfV48DSrz1XA7rN6hHQ8wh09+BMG1Ur4CbtwVQl1HF3wZqmt+b2Ahknyxd0mrIoT3j6RJ90vVSGagLLqWolaQLLOFoGNyHbeFV15r1YXLZDkwyE1SSNz4JF3qEN7vFbM9ZnbR4edd7zWABdDiGd3FDnbn1OJFbZ3JzJXph6JAxZyF34RFDzZsERiKyIrAM+0LfyDYqCAcYnjDpJoEASZugTTwIKXOjUkyQ==;U2FsdGVkX1+go3U7v0bYSZs2Lx4R/lwnJXQm4ATdXL2Y7x5H9QDOgazDvusO8UmBtwHFi3szvPuuxr/gcXYgxw=="