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bitsandbytes-foundation / bitsandbytes Public

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AdamE optimizer with decoupled L1 and L2 regularization#1314

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vincenzo-scotti wants to merge 8 commits intobitsandbytes-foundation:mainbitsandbytes-foundation/bitsandbytes:mainfrom vincenzo-scotti:dev-adamevincenzo-scotti/bitsandbytes:dev-adameCopy head branch name to clipboard

+575-92

Conversation Commits8 (8)Checks Files changed

Commits

Commits on Aug 10, 2024

Add AdamE optimizer classes
vincenzo-scotti
committed
Add support for L1 regularization in optimizer interfaces
vincenzo-scotti
committed
Register AdamE as part of the optim module
vincenzo-scotti
committed
Update optimizer step functions to include lasso regularization coefficient
vincenzo-scotti
committed
Update C++ code to include lasso regularization parameter
vincenzo-scotti
committed
Add temporary fix for operands precision issue in sign function computation
vincenzo-scotti
committed

Commits on Aug 11, 2024

Add threshold to lasso update to ensure convergence
vincenzo-scotti
committed
Refactor switch cases code
vincenzo-scotti
committed

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