Or pack it inside otherwise empty Starships a few segments at a time and fly it down intact to put in a museum.
That's not “a bit” and the fact that it’s the ISS and not a typical satellite is among the reasons it is impractical.
Boosting it all the way up to a more long-term graveyard orbit (i.e. several hundred kilometers) would consume a lot of fuel compared to a planned deorbit.
The ISS rather has very low power relative to its mass. About 1/50th the power/mass ratio of the Dawn probe, for instance. This approach would take multiple decades, with the ISS as it currently is.
It's worth remarking there's never been a spacecraft to date that's attempted a solar-electric spiral out starting from low Earth orbit. (The Boeing 702 satellites can spiral from GTO to GEO at least—though those have, again, far higher power/mass ratios than the ISS).
https://www.space.com/starlink-satellite-reentry-ozone-deple...
https://www.space.com/deorbiting-impact-on-earth-atmosphere-...
Original plain AFAIR was to use several Progress vehicles.
And going to graveyard orbit with something like ISS is not just a few whole times more difficult but at least an order of magnitude more.
Ten Falcon 9s (with 8 tonnes to GEO each, expended) couldn’t move it into a parking orbit. There literally isn’t enough current lifting capacity on Earth to do this.