How many ranks does a token need? A noise-floor squelch for rank-one LoRA experts
Read the original at arxiv.org→arXiv:2610.19033v1 Announce Type: new Abstract: Low-rank adaptation (LoRA) applies every rank-one component of its update to every token, and mixture-of-experts variants replace this with a learned router that...
Original headline: "How Many Ranks Does a Token Need? A Noise-Floor Squelch for Rank-One LoRA Experts"
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- Oct 15, 04:00 UTC arXiv cs.LG lead source How Many Ranks Does a Token Need? A Noise-Floor Squelch for Rank-One LoRA Experts