To delete temporary Internet files in Chrome, one needs to open Settings, click the Show Advanced Settings option, and under the Privacy tab, click Clear Browsing Data. Under the Clear Browsing Data window, check the temporary files you want to delete, select the Beginning of time dropbox, and finally, Clear Browsing Data.