Add rename transform support to load_nested_safetensors in Orbax + Qwix integration#239
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…ix integration This CL adds support for selectively renaming parameters when loading checkpoints via `load_nested_safetensors`. By passing an optional `rename_rules` parameter (a sequence of regex string pairs), parameters with custom suffixes (e.g., `scale_inv`, `param`) can be transformed into their expected Qwix components (`scale`, `qvalue`) prior to unflattening. Changes: - Modified `load_nested_safetensors` to optionally apply the `orbax.checkpoint.experimental.model_surgery.transformations.renaming.rename_by_regex` transformation. - Integrated the `renaming` module and its dependencies into the BUILD targets via `build_cleaner`. - Added a new `test_load_with_renaming` integration test to ensure `qvalue` and `scale` components are properly mapped and validated dynamically during `process_prequantized_params`. PiperOrigin-RevId: 892439192
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Add rename transform support to load_nested_safetensors in Orbax + Qwix integration
This CL adds support for selectively renaming parameters when loading checkpoints via
load_nested_safetensors. By passing an optionalrename_rulesparameter (a sequence of regex string pairs), parameters with custom suffixes (e.g.,scale_inv,param) can be transformed into their expected Qwix components (scale,qvalue) prior to unflattening.Changes:
load_nested_safetensorsto optionally apply theorbax.checkpoint.experimental.model_surgery.transformations.renaming.rename_by_regextransformation.renamingmodule and its dependencies into the BUILD targets viabuild_cleaner.test_load_with_renamingintegration test to ensureqvalueandscalecomponents are properly mapped and validated dynamically duringprocess_prequantized_params.