It was unclear as to what made the whales enter a distressed state.
The two pygmy killer whales, which are actually oceanic dolphins, were later taken to the Clearwater Marine Aquarium.
The rescue follows just days after an orca was rescued off the Argentinian coast.
Throngs of people worked for nearly to rescue the 4,000 kg and reintroduce it to the sea.
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