"We are looking at approximately 4,000 civilians who remain in Raqa, and a matter of 3-400 remaining ISIS (IS) fighters," coalition spokesman US Colonel Ryan S Dillon told a news conference in Baghdad.
The Syrian Democratic Forces, an alliance of Kurdish and Arab fighters, have taken control of around 90 percent of the city from IS since they broke into it in June.
Officials from Raqa Civil Council -- a provisional administration set up by the SDF -- are trying to negotiate the safe passage of civilians from remaining IS-held areas.
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