LoRA From Scratch: recovering a hidden weight change with two thin matrices

dima806_dima · x · 2026-11-03

Dima Yakubovskyi's 7-minute tutorial "LoRA From Scratch" demonstrates the mechanism hands-on: hide a change of known size inside a small network, then watch a pair of thin low-rank matrices recover all of it while the rest of the model stays frozen — a concrete way to grasp why two small matrices can replace million-weight updates.

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