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Add DMD as a post training #86

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Add DMD as a post training #86

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@sajadn sajadn commented Jan 14, 2026

  • introduced ConditionalChainedOptimizer which makes it possible to have optimizers dedicated to only a particular submodule within the model.
  • Implemented WanDMD which has additional arguments in the forward path such as feature_indices and fwd_pred_type that are necessary for dmd.
  • Implemented WanDMDCombined which creates three submodules of fake_score, teacher and student (net).
  • Added DMDOptimizerProvider which instantiate the conditionalChainedOptimizer and set the conditions for each optimizer.

sajadn added 2 commits January 14, 2026 08:33
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make dmd work.
c9ff5e4 
Signed-off-by: sajadn <snorouzi@nvidia.com>
@sajadn
fixing the import and deleting
b8b2e17 
Signed-off-by: sajadn <snorouzi@nvidia.com>
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sajadn added 3 commits January 15, 2026 08:32
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additional cleanings.
a053aa9 
Signed-off-by: sajadn <snorouzi@nvidia.com>
@sajadn
added distillation config.
492c11f 
Signed-off-by: sajadn <snorouzi@nvidia.com>
@sajadn
add support for fastgen precomupted dataset, update the negative prom…
8f84850 
…pt, remove 4 step generation of the student and just call fastgen approach.

Signed-off-by: sajadn <snorouzi@nvidia.com>
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