#on my mac
sed -i -e 's/old-text/new-text/g' text.txt
sed -i.bak $'s/ / /' file.txt #replace tab with sed command
For using match in sed replacement, just border it with '(' and ')':
echo Before123 | sed 's/Before([0-9]*)/1After/g'
123After # number is matched withtin '( )' and replaced in '1'
Example with 2 match replacements
echo a_b | sed 's/(^.*)_(.*$)/first is 1 and 2 is after/g'