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Add Dropout-LayerNorm Correction (DLC), on by default - #3
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Fixes a small systematic eval-mode bias in StructureModule's dropout->LayerNorm sites (post-IPA LayerNorm and each block's transition LayerNorm), both fed directly by dropout with no intervening operation. Improved FlashABB's whole-Fv RMSD by 10.9% in the paper's headline test (arxiv.org/abs/2609.32062). Hooks are always installed on StructureModule and gated by a mode flag, so `pretrained.dlc_correction` can be toggled at runtime without reconstructing the model. Opt out via `pretrained(dlc_correction=False)`. Also adds a Citation section to the README for both this paper and the original FlashABB preprint, and bumps the package version to 0.0.5.
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Fixes a small systematic eval-mode bias in StructureModule's dropout->LayerNorm sites (post-IPA LayerNorm and each block's transition LayerNorm), both fed directly by dropout with no intervening operation. Improved FlashABB's whole-Fv RMSD by 10.9% in the paper's headline test (arxiv.org/abs/2609.32062).
Hooks are always installed on StructureModule and gated by a mode flag, so
pretrained.dlc_correctioncan be toggled at runtime without reconstructing the model. Opt out viapretrained(dlc_correction=False).Also adds a Citation section to the README for both this paper and the original FlashABB preprint, and bumps the package version to 0.0.5.