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Non-record: Learning Adapters on Random Linear Maps (val_bpb 2.2017)#1195

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dentity007 wants to merge 3 commits intoopenai:mainfrom
NathanMaine:research/random-adapters
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Non-record: Learning Adapters on Random Linear Maps (val_bpb 2.2017)#1195
dentity007 wants to merge 3 commits intoopenai:mainfrom
NathanMaine:research/random-adapters

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All weight matrices frozen as random orthogonal projections. Only diagonal scale+shift trained (~0.5% params). Tests whether random linear maps provide sufficient structure for language modeling. Implements OpenAI's requested 'Learning adapters on random linear maps' direction.

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@dentity007 dentity007 closed this Apr 1, 2026
@dentity007 dentity007 reopened this Apr 1, 2026
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