GK Question

technology medium true_false

LoRA (Low-Rank Adaptation) fine-tunes large models by updating small rank decomposition matrices.

  1. True
  2. False

Answer: True

LoRA adds low-rank matrices to weight updates, reducing trainable parameters by 100-1000x vs full fine-tuning. Enables efficient adaptation of LLMs on consumer hardware. Critical for resource-constrained AI.

Topic Advanced AI/ML
Exam Relevance UPSC, Banking, SSC