[Callbacks] Remove MagnitudePruningModifier.leave_enabled
#1198
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Signed-off-by: Kyle Sayers <[email protected]>
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kylesayrs
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MagnitudePruningModifier.leave_enabledMagnitudePruningModifier.leave_enabled
rahul-tuli
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Feb 27, 2025
brian-dellabetta
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Feb 27, 2025
brian-dellabetta
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Mar 10, 2025
## Purpose ## * Simplify the modifier lifecycle by removing the ability for modifiers to affect the model after the modifier's `end` event * This allows the `on_event` method to be removed in a future change ## Background ## * The `leave_enabled` option was originally intended as a shortcut to simplify recipes which used magnitude pruning during the iterative pruning, then needed the masks to stay enabled during stabilization SFT * This change proposes making the recipe clearer by requiring the ConstantPruningModifier after the MagnitudePruningModifier becomes inactive ## Changes ## * Remove `MagnitudePruningModifier.leave_enabled` with a deprecation warning Signed-off-by: Kyle Sayers <[email protected]> Signed-off-by: Brian Dellabetta <[email protected]>
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Purpose
endeventon_eventmethod to be removed in a future changeBackground
leave_enabledoption was originally intended as a shortcut to simplify recipes which used magnitude pruning during the iterative pruning, then needed the masks to stay enabled during stabilization SFTChanges
MagnitudePruningModifier.leave_enabledwith a deprecation warning