ENTITY
Sparse Weight Decomposition
Sparse Weight Decomposition
PulseAugur coverage of Sparse Weight Decomposition — every cluster mentioning Sparse Weight Decomposition across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New method decomposes LLM weights for interpretation with 1% data cost
Researchers from IQuest Research, in collaboration with institutions like Oxford and Stanford, have introduced Sparse Weight Decomposition (SWD), a novel method for interpreting large language models. Unlike previous ap…
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New method extracts interpretable circuits from dense transformers
Researchers have developed Sparse Weight Decomposition (SWD), a novel method for extracting interpretable circuits from dense pretrained transformer models. Unlike previous approaches that require additional training or…