diff --git a/.github/gallery-agent/gallery.go b/.github/gallery-agent/gallery.go
index 8788fbf91..de75e73bc 100644
--- a/.github/gallery-agent/gallery.go
+++ b/.github/gallery-agent/gallery.go
@@ -51,8 +51,9 @@ func generateYAMLEntry(model ProcessedModel, familyAnchor string) string {
 			// Empty line - don't add spaces
 			formattedLines = append(formattedLines, "")
 		} else {
-			// Non-empty line - add proper indentation
-			formattedLines = append(formattedLines, "    "+line)
+			// Non-empty line - add proper indentation for literal block scalar
+			// The content should be indented 2 spaces from the description: key
+			formattedLines = append(formattedLines, "  "+line)
 		}
 	}
 	formattedDescription := strings.Join(formattedLines, "\n")