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A Complete LoRA Fine-Tuning Pipeline, End to End: Every Module 5 Concept in One Run (Ep:05.08)
Pretrain a base model on one task, freeze it, LoRA-adapt it to a second task with proper loss masking, then measure new-task accuracy, old-task interference, and exact recoverability — every…
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Does LoRA Actually Prevent Catastrophic Forgetting? The Real Answer, Measured (Ep:05.04)
The common claim is that LoRA reduces catastrophic forgetting. Measured directly, an attached LoRA adapter can forget just as much as full fine-tuning — the real benefit is something more…
