diff --git a/spacy/cli/templates/quickstart_training.jinja b/spacy/cli/templates/quickstart_training.jinja
index 3bd237b0a..c3419e67d 100644
--- a/spacy/cli/templates/quickstart_training.jinja
+++ b/spacy/cli/templates/quickstart_training.jinja
@@ -171,8 +171,13 @@ factory = "tok2vec"
 [components.tok2vec.model.embed]
 @architectures = "spacy.MultiHashEmbed.v1"
 width = ${components.tok2vec.model.encode.width}
-rows = {{ 2000 if optimize == "efficiency" else 7000 }}
-also_embed_subwords = {{ "true" if has_letters else "false" }}
+{% if has_letters -%}
+attrs = ["NORM", "PREFIX", "SUFFIX", "SHAPE"]
+rows = [5000, 2500, 2500, 2500]
+{% else -%}
+attrs = ["ORTH", "SHAPE"]
+rows = [5000, 2500]
+{% endif -%}
 also_use_static_vectors = {{ "true" if optimize == "accuracy" else "false" }}
 
 [components.tok2vec.model.encode]