Alyssa Milano said her home was "in jeopardy" but later tweeted that she was safe.
Sharing the aerial video she had filmed earlier on her Instagram Stories, Kim explained to fans she was evacuating and asked them to "pray for Calabasas".
"Just landed back home and had 1 hour to pack up & evacuate our home".
Earlier in the day Kylie sent another message that read: 'Thank you to all the fearless fireman fighting this fire back home [broken heart emoji]'. The 38-year-old held on close to her seven-month-old niece True Thompson in a black and white Instagram photo after it seemed the fire danger had passed. "Thank you for all that you do for us!"
The second-largest fire, the Hill Fire, also prompted evacuations after it charred around 10,000 acres in Ventura County through Thursday afternoon.
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The fast-moving fire, whipped up by strong winds known as Santa Ana, has jumped Highway 101, including in Calabasas and Agora Hills, and headed towards Malibu, Malibu Search and Rescue reported on Friday.
Malibu has about 13,000 residents and lies along 34km of coast at the southern foot of the mountain range. #MamaKoKo."CNN reports that she was also forced to evacuate".
Kris Jenner's neighbourhood was also evacuated, but she was in NY at the time watching Kendall storm the catwalk at the Victoria's Secret fashion show.
According to the official City of Calabasas Twitter page, the Woolsey fire is said to have been started by two separated bush fires which the spread.
Three separate wildfire are now raging across the state of California.
The Kardashian/West family live just around 13 miles from Thousand Oaks, where the night after a mass shooting left 12 dead, fires have threatened to rip through the community.