The story
Apparently a blend of hell-bent + hell-for-leather, though sometimes said to have been initially applied to animals which behaved poorly as if they were bent on being turned into leather.
Etymology from Wiktionary, CC BY-SA 4.0.
hell-bent for leather
Today it means: determinedly recklessly, in a manner that lacks restraint. Full definition →