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Fine-Tuning
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Rank
Rank
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6 questions
Questions tagged with Rank — part of Fine-Tuning.
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lora_alpha in plain English: what role does that scalar play?
Flashcard
Easy
·
Qual 4.0
Compute the LoRA trainable param count for a 4096x4096 projection at rank r=8
Fill in Blank
Easy
·
Qual 4.0
Misconception: 'higher LoRA rank always wins on benchmarks'
Multiple Choice
Medium
·
Qual 4.0
Pick a LoRA rank for a domain task and justify why r=512 isn't a free upgrade
Short Answer
Medium
·
Qual 4.0
Match LoRA rank to task type
Match Pairs
Medium
·
Qual 4.0
What does LoRA's α/r ratio control, and why is α = 2r a common default?
Short Answer
Hard
·
Qual 4.0