diff --git a/subcmds/download.py b/subcmds/download.py
index 471e88b..098d8b4 100644
--- a/subcmds/download.py
+++ b/subcmds/download.py
@@ -18,6 +18,7 @@
 import sys
 
 from command import Command
+from error import GitError
 
 CHANGE_RE = re.compile(r'^([1-9][0-9]*)(?:[/\.-]([1-9][0-9]*))?$')
 
@@ -87,7 +88,12 @@
         for c in dl.commits:
           print('  %s' % (c), file=sys.stderr)
       if opt.cherrypick:
-        project._CherryPick(dl.commit)
+        try:
+          project._CherryPick(dl.commit)
+        except GitError:
+          print('[%s] Could not complete the cherry-pick of %s' \
+                % (project.name, dl.commit), file=sys.stderr)
+
       elif opt.revert:
         project._Revert(dl.commit)
       elif opt.ffonly: