diff --git a/spacy/cli/templates/quickstart_training.jinja b/spacy/cli/templates/quickstart_training.jinja
index 69dac0aa1..3bd237b0a 100644
--- a/spacy/cli/templates/quickstart_training.jinja
+++ b/spacy/cli/templates/quickstart_training.jinja
@@ -37,6 +37,22 @@ tokenizer_config = {"use_fast": true}
 window = 128
 stride = 96
 
+{% if "morphologizer" in components %}
+[components.morphologizer]
+factory = "morphologizer"
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+
+[components.morphologizer.model.tok2vec.pooling]
+@layers = "reduce_mean.v1"
+{%- endif %}
+
 {% if "tagger" in components %}
 [components.tagger]
 factory = "tagger"
@@ -166,6 +182,19 @@ depth = {{ 4 if optimize == "efficiency" else 8 }}
 window_size = 1
 maxout_pieces = 3
 
+{% if "morphologizer" in components %}
+[components.morphologizer]
+factory = "morphologizer"
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode.width}
+{%- endif %}
+
 {% if "tagger" in components %}
 [components.tagger]
 factory = "tagger"
@@ -257,7 +286,7 @@ no_output_layer = false
 {% endif %}
 
 {% for pipe in components %}
-{% if pipe not in ["tagger", "parser", "ner", "textcat", "entity_linker"] %}
+{% if pipe not in ["tagger", "morphologizer", "parser", "ner", "textcat", "entity_linker"] %}
 {# Other components defined by the user: we just assume they're factories #}
 [components.{{ pipe }}]
 factory = "{{ pipe }}"