Many residents have been reported missing, according to the civil protection authorities.
The mudslide came after the southwestern region of the country was battered by heavy rains.
In 2015, torrential rains in northwest Colombia caused a landslide that killed more than 80 people as mud rushed into homes and bridges, officials said.
