Hailing from various parts of the country, the followers claimed that "private commandos" of Rampal had been "forcing" them not to leave, but they managed to persuade and come out.
Haryana Director General of Police S N Vashisht told reporters that about 15,000 people were inside the ashram, out of which 10,000 have come out.
"We had come to the ashram for a 'Satsang' (religious gathering) a few days back. Later, we were asked to stay back and were not allowed to come out. The private commandos said that we will be safe inside and will be provided with food and taken care of.
He claimed that while a "few thousand" followers of the engineer-turned-godman had managed to come out of the Ashram since yesterday, "still a huge number, which could run into thousands, are still inside".
Earlier this week, Punjab and Haryana High Court gave the government time till Friday to produce Rampal in contempt of court case, after which authorities have been asking the devotees in and around the Satlok Ashram to disperse and help them comply with court order.