More internal release instructions changes.

doc/internal/how_to_release.txt

@@ -14,12 +14,17 @@ Edit ``setup.py`` to contain the newest version number ::
     cd Theano-0.X
     vi setup.py     # Edit the MAJOR, MINOR, MICRO and SUFFIX
 
-The homepage must link to the download URL, for PyPi to correctly get the
+The homepage must link to the download URL, for PyPI to correctly get the
 code.
 Edit ``doc/index.txt`` to contain a link to what will be the download URL::
 
     vi doc/index.txt    # Edit the link to downloads/Theano-0.X.tar.gz
 
+``conf.py`` in the ``doc/`` directory should be updated in the following ways:
+
+ * Change the ``version`` and ``release`` variables to new version number.
+ * Change the upper copyright year to the current year if necessary.
+
 Tag the release. The syntax is something like the following::
 
     hg commit -m"setup.py modifications for 0.X release" setup.py
@@ -30,10 +35,8 @@ Now change ``ISRELEASED`` in setup.py to ``True``.
 
 Finally, use setuptools to register and upload the release::
 
-    python setup.py register sdist bdist_egg upload
+    python setup.py register sdist --formats=gztar,zip upload
 
 Change ``ISRELEASED`` back to ``False``. 
 
-I wrote the above without actually running it. This needs to be
-scrutinized when you are actually do a release.
-
+Regenerate the documentation.