diff --git a/holoviews/plotting/bokeh/chart.py b/holoviews/plotting/bokeh/chart.py
index a3896ea44a..bdb8ae50dd 100644
--- a/holoviews/plotting/bokeh/chart.py
+++ b/holoviews/plotting/bokeh/chart.py
@@ -797,7 +797,12 @@ def _axis_properties(self, axis, key, plot, dimension=None,
             ((not self.invert_axes and axis == 'x') or (self.invert_axes and axis =='y'))):
             props['separator_line_width'] = 0
             props['major_tick_line_alpha'] = 0
-            props['major_label_text_font_size'] = '0pt'
+            # The major_label_text_* is a workaround for 0pt font size not working in Safari.
+            # See: https://github.com/holoviz/holoviews/issues/5672
+            props['major_label_text_font_size'] = '1px'
+            props['major_label_text_alpha'] = 0
+            props['major_label_text_line_height'] = 0
+
             props['group_text_color'] = 'black'
             props['group_text_font_style'] = "normal"
             if axis == 'x':