Even 2 ohms is too much of a push if it is truly a standard 180 mAh 510 battery.
Stock 510 runs at 3.2V, more or less.
3.2V/2 ohms = 1.6amps. 1.6A/0.180 Ah = 9C, you are trying to draw a large multiple of the battery capacity.
Unless those stock
batteries are full IMR, 9C is likely going to be well above the battery spec.
Specs are there for a reason, the safe operating range. Decent engineering designs have margin, but you don't want to completely ignore the stated design criteria. Real world, you likely won't be able to source that much current, so you'll see sag, but it's only happening because you're stressing the heck out of the little battery.
With luck you end up with just an early, but passive, PV failure, but I prefer not to push my luck when I can use a proper size battery for the power I want.