diff --git a/requirements.txt b/requirements.txt
index 61d252ce4..b68fc89ae 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,7 +5,7 @@ thinc>=8.0.0a30,<8.0.0a40
 blis>=0.4.0,<0.5.0
 ml_datasets>=0.1.1
 murmurhash>=0.28.0,<1.1.0
-wasabi>=0.7.1,<1.1.0
+wasabi>=0.8.0,<1.1.0
 srsly>=2.1.0,<3.0.0
 catalogue>=0.0.7,<1.1.0
 typer>=0.3.0,<0.4.0
diff --git a/setup.cfg b/setup.cfg
index e6d02684e..90c314cc5 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -42,7 +42,7 @@ install_requires =
     preshed>=3.0.2,<3.1.0
     thinc>=8.0.0a30,<8.0.0a40
     blis>=0.4.0,<0.5.0
-    wasabi>=0.7.1,<1.1.0
+    wasabi>=0.8.0,<1.1.0
     srsly>=2.1.0,<3.0.0
     catalogue>=0.0.7,<1.1.0
     typer>=0.3.0,<0.4.0
diff --git a/spacy/cli/info.py b/spacy/cli/info.py
index ca2067edf..ca082b939 100644
--- a/spacy/cli/info.py
+++ b/spacy/cli/info.py
@@ -1,7 +1,7 @@
 from typing import Optional, Dict, Any, Union
 import platform
 from pathlib import Path
-from wasabi import Printer
+from wasabi import Printer, MarkdownRenderer
 import srsly
 
 from ._util import app, Arg, Opt
@@ -97,12 +97,13 @@ def get_markdown(data: Dict[str, Any], title: Optional[str] = None) -> str:
     title (str / None): Title, will be rendered as headline 2.
     RETURNS (str): The Markdown string.
     """
-    markdown = []
+    md = MarkdownRenderer()
+    if title:
+        md.add(md.title(2, title))
+    items = []
     for key, value in data.items():
         if isinstance(value, str) and Path(value).exists():
             continue
-        markdown.append(f"* **{key}:** {value}")
-    result = "\n{}\n".format("\n".join(markdown))
-    if title:
-        result = f"\n## {title}\n{result}"
-    return result
+        items.append(f"{md.bold(f'{key}:')} {value}")
+    md.add(md.list(items))
+    return f"\n{md.text}\n"
diff --git a/spacy/cli/project/document.py b/spacy/cli/project/document.py
index 9c9008400..ffa77b2d5 100644
--- a/spacy/cli/project/document.py
+++ b/spacy/cli/project/document.py
@@ -1,6 +1,5 @@
-from typing import Iterable, Optional
 from pathlib import Path
-from wasabi import msg
+from wasabi import msg, MarkdownRenderer
 
 from ...util import working_dir
 from .._util import project_cli, Arg, Opt, PROJECT_FILE, load_project_config
@@ -107,34 +106,3 @@ def project_document(
         with output_file.open("w") as f:
             f.write(content)
         msg.good("Saved project documentation", output_file)
-
-
-class MarkdownRenderer:
-    """Simple helper for generating raw Markdown."""
-
-    def __init__(self, no_emoji: bool = False):
-        self.data = []
-        self.no_emoji = no_emoji
-
-    @property
-    def text(self):
-        return "\n\n".join(self.data)
-
-    def add(self, content: str) -> None:
-        self.data.append(content)
-
-    def table(self, data: Iterable[Iterable[str]], header: Iterable[str]) -> str:
-        head = f"| {' | '.join(header)} |"
-        divider = f"| {' | '.join('---' for _ in header)} |"
-        body = "\n".join(f"| {' | '.join(row)} |" for row in data)
-        return f"{head}\n{divider}\n{body}"
-
-    def title(self, level: int, text: str, emoji: Optional[str] = None) -> str:
-        prefix = f"{emoji} " if emoji and not self.no_emoji else ""
-        return f"{'#' * level} {prefix}{text}"
-
-    def code(self, text: str) -> str:
-        return f"`{text}`"
-
-    def link(self, text: str, url: str) -> str:
-        return f"[{text}]({url})"