Doesn't the mining difficulty decrease then though without the massive mining farms, and thus the electricity required decreases? I'm not an expert in crypto m

Doesn't the mining difficulty decrease then though without the massive mining farms, and thus the electricity required decreases? I'm not an expert in crypto mining.