Authorities began receiving calls at about 2 a.m., according to the Los Angeles Police Department. A spokesperson for the LAPD said the agency was able to get in touch with someone at the residence, who agreed to turn down the music.
Officers arrived at the scene to find at least 300 vehicles parked outside the home. Police said the guests were cooperative as the party was being broke up and they were leaving.
No arrests were made, according to the LAPD.
An apparent invitation to the birthday bash had been posted on Brown's Instagram account on Wednesday, marked by only cryptic equations.
Chris Brown posts home address on social media while promoting public yard sale at his Tarzana home
In November 2019, Brown held a high-end yard sale at the Tarzana home, with hundreds of fans, gawkers and bargain-seekers waiting for hours to try to get a piece of the singer's stuff.
Before the sale, Brown posted a flyer on his Instagram and Twitter accounts that included the address of his suburban mansion.
The Associated Press contributed to this report.