LoRA vs. DoRA: The Geometric Flaw in LLM Fine-Tuning
8:18
YouTubeTechData 360
LoRA vs. DoRA: The Geometric Flaw in LLM Fine-Tuning
To fine-tune a massive language model efficiently, LoRA has been the standard—but it has a hidden geometric flaw. In this video, we break down why LoRA struggles with complex reasoning tasks and how a new framework, DoRA (Weight-Decomposed Low-Rank Adaptation), solves the problem. We visualize the math behind weight updates, showing how LoRA ...
40 views1 month ago
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