diff --git a/setup.cfg b/setup.cfg
index 5fd820a96..2dc5e7042 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -76,37 +76,41 @@ transformers =
 ray =
     spacy_ray>=0.1.0,<1.0.0
 cuda =
-    cupy>=5.0.0b4,<11.0.0
+    cupy>=5.0.0b4,<12.0.0
 cuda80 =
-    cupy-cuda80>=5.0.0b4,<11.0.0
+    cupy-cuda80>=5.0.0b4,<12.0.0
 cuda90 =
-    cupy-cuda90>=5.0.0b4,<11.0.0
+    cupy-cuda90>=5.0.0b4,<12.0.0
 cuda91 =
-    cupy-cuda91>=5.0.0b4,<11.0.0
+    cupy-cuda91>=5.0.0b4,<12.0.0
 cuda92 =
-    cupy-cuda92>=5.0.0b4,<11.0.0
+    cupy-cuda92>=5.0.0b4,<12.0.0
 cuda100 =
-    cupy-cuda100>=5.0.0b4,<11.0.0
+    cupy-cuda100>=5.0.0b4,<12.0.0
 cuda101 =
-    cupy-cuda101>=5.0.0b4,<11.0.0
+    cupy-cuda101>=5.0.0b4,<12.0.0
 cuda102 =
-    cupy-cuda102>=5.0.0b4,<11.0.0
+    cupy-cuda102>=5.0.0b4,<12.0.0
 cuda110 =
-    cupy-cuda110>=5.0.0b4,<11.0.0
+    cupy-cuda110>=5.0.0b4,<12.0.0
 cuda111 =
-    cupy-cuda111>=5.0.0b4,<11.0.0
+    cupy-cuda111>=5.0.0b4,<12.0.0
 cuda112 =
-    cupy-cuda112>=5.0.0b4,<11.0.0
+    cupy-cuda112>=5.0.0b4,<12.0.0
 cuda113 =
-    cupy-cuda113>=5.0.0b4,<11.0.0
+    cupy-cuda113>=5.0.0b4,<12.0.0
 cuda114 =
-    cupy-cuda114>=5.0.0b4,<11.0.0
+    cupy-cuda114>=5.0.0b4,<12.0.0
 cuda115 =
-    cupy-cuda115>=5.0.0b4,<11.0.0
+    cupy-cuda115>=5.0.0b4,<12.0.0
 cuda116 =
-    cupy-cuda116>=5.0.0b4,<11.0.0
+    cupy-cuda116>=5.0.0b4,<12.0.0
 cuda117 =
-    cupy-cuda117>=5.0.0b4,<11.0.0
+    cupy-cuda117>=5.0.0b4,<12.0.0
+cuda11x =
+    cupy-cuda11x>=11.0.0,<12.0.0
+cuda-autodetect =
+    cupy-wheel>=11.0.0,<12.0.0
 apple =
     thinc-apple-ops>=0.1.0.dev0,<1.0.0
 # Language tokenizers with external dependencies
diff --git a/website/src/widgets/quickstart-install.js b/website/src/widgets/quickstart-install.js
index 61c0678dd..0d2186acb 100644
--- a/website/src/widgets/quickstart-install.js
+++ b/website/src/widgets/quickstart-install.js
@@ -9,7 +9,7 @@ const DEFAULT_PLATFORM = 'x86'
 const DEFAULT_MODELS = ['en']
 const DEFAULT_OPT = 'efficiency'
 const DEFAULT_HARDWARE = 'cpu'
-const DEFAULT_CUDA = 'cuda113'
+const DEFAULT_CUDA = 'cuda-autodetect'
 const CUDA = {
     '8.0': 'cuda80',
     '9.0': 'cuda90',
@@ -17,15 +17,7 @@ const CUDA = {
     '9.2': 'cuda92',
     '10.0': 'cuda100',
     '10.1': 'cuda101',
-    '10.2': 'cuda102',
-    '11.0': 'cuda110',
-    '11.1': 'cuda111',
-    '11.2': 'cuda112',
-    '11.3': 'cuda113',
-    '11.4': 'cuda114',
-    '11.5': 'cuda115',
-    '11.6': 'cuda116',
-    '11.7': 'cuda117',
+    '10.2, 11.0+': 'cuda-autodetect',
 }
 const LANG_EXTRAS = ['ja'] // only for languages with models