I am trying to build a fire effect but unfortunately, It is always giving me a flame kind of effect,I tried to break it using noise etc but still it appears like a big flame instead of a fire.

increase shredding on the solver. also make sure you have a high enough resolution to actually see the licks, and that your visualizing the range of temp / heat in the object that would show them.