Easier to do this one partition at a time. Also you probably need root privileges to see all the files.
sudo sh -c "find /partition -type f -exec du -s {} + | sort -nr | head -10"
Explanation:
sudo # acquire root privileges
sh -c # execute a command string
find /partition -type f # look for files starting at /partition
exec du -s {} + # compute disk utilization for each file found
sort -nr # sort numerically, largest first
head -10 # show 10 leading results


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