The Quran describes the Fire with a level of physical specificity that the Garden matches: seven gates, each with an assigned portion, and repeated imagery of scalding water, shade of black smoke, garments of fire and food that does not nourish. Later tradition assigned names to the levels and populations to each, and those schemes vary between sources rather than being fixed.
The classical position holds that punishment for unbelief is everlasting, and that is the majority view across the schools. It is not the only view that has been held by serious scholars. Ibn Taymiyya and his student Ibn al-Qayyim are associated with the argument that the Fire will eventually cease, on the grounds that punishment is a mercy directed to an end and that only the Garden is described as having no end. The position is a minority one, it was controversial when advanced, and it is still discussed. Its existence is worth recording because the tradition is more argued than outside summaries suggest.
The other point regularly missed is that Muslim theology holds most Muslims who enter the Fire will not remain. Intercession, and the exhaustion of punishment proportionate to sin, remove them to the Garden. Permanence is tied to unbelief rather than to sin, which makes the structure closer to the graded and temporary hells of Indian religion than the usual comparison with Christian hell allows.