The closest station to the start of the walk is Widdrington approx. 5 miles away.  From here you would need to catch a taxi.  At the end of the walk in Berwick-upon-Tweed there is a station for your onward journey.  Travelling from London, trains depart from London Kings Cross. Refer to www.nationalrail.co.uk