Fix typos in documentation
Fixes to typos in documentation: @sgugger, @stevhliu and @MKhalusova
_The documentation is not available anymore as the PR was closed or merged._<|||||>Please make sure to run `make style` on your branch so that the quality scripts pass. Thank you!<|||||>Done, thanks @sgugger 