AI brief
A LessWrong post argues that the GRAFT method can be improved by using a single-layer rank-1 LoReFT adapter as the FORGET adapter, using far fewer parameters than the version it compares to.
Written by AI from LessWrong's published text.
Source
“tl;dr. I show that the recently introduced GRAFT method can be improved upon by using a single layer rank 1 Low-rank Linear Subspace Representation Fine Tuning (LoReFT) adapter as the FORGET adapter, using only 0.029% of the parameters of the one used in the…”
Interpretation or community commentary rather than straight reporting.
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