"Haven't done so much running in my life before," the mother-of-two said.
"It's been pretty tough, just gotta keep working on all the little, finer details but throwing in the fitness as well."
"We've actually been going into the heat chamber down in the Mount [Manganui]," Williams said when questioned whether preperation for the Games had been any different to other tournaments on the World Sevens circuit.
"Post every training we're in there for half an hour. I think it's around 40 degrees, and the altitude's quite high too."
Both squads are travelling to Florida later this week, the women's side departing on Friday, and the men's team leaving on Sunday, where training camps will be set up and training games will be played before they head on to the Olympic village at Rio de Jaineiro.
"We're heading to the IMG Academy, and we're just training to doing all our final prep before Rio week," Williams said.
"I think we have a couple of games against the USA team."
The 2016 Olympic Games opening ceremony begins on August 6 at 11am (NZT), with the women's sevens tournament kicking off the day after, where the New Zealand women's side take on Kenya in their first pool game at 2:30am (NZT).
The men's tournament kicks off on August 10, with the All Blacks Sevens side taking on Japan in their first pool game at 3:30am (NZT).