There is a decent amount of parking on the right side of the road as you get close to the parking lot. Palm /Sunset beach parking is CA state parks so I think it's $10 to park if you need to go into the lot. 75% of the time you'll find room right outside the lot.
You do need to pay as it is a state park. It's a wonderful park to visit as well as camp.
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