diff --git a/spacy/cli/templates/quickstart_training.jinja b/spacy/cli/templates/quickstart_training.jinja
index f2b9777cd..424570124 100644
--- a/spacy/cli/templates/quickstart_training.jinja
+++ b/spacy/cli/templates/quickstart_training.jinja
@@ -279,12 +279,8 @@ no_output_layer = false
 
 {% else -%}
 [components.textcat.model]
-@architectures = "spacy.TextCatReduce.v1"
+@architectures = "spacy.TextCatCNN.v2"
 exclusive_classes = true
-use_reduce_first = false
-use_reduce_last = false
-use_reduce_max = false
-use_reduce_mean = true
 nO = null
 
 [components.textcat.model.tok2vec]
@@ -321,12 +317,8 @@ no_output_layer = false
 
 {% else -%}
 [components.textcat_multilabel.model]
-@architectures = "spacy.TextCatReduce.v1"
-exclusive_classes = false
-use_reduce_first = false
-use_reduce_last = false
-use_reduce_max = false
-use_reduce_mean = true
+@architectures = "spacy.TextCatCNN.v2"
+exclusive_classes = true
 nO = null
 
 [components.textcat_multilabel.model.tok2vec]