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Sayak Paul e29f16cfaa [Research Projects] ORPO diffusion for alignment (#7423 )

* barebones orpo

* remove reference model.

* full implementation

* change default of beta_orpo

* add a training command.

* fix: dataloading issues.

* interpreting the formulation.

* revert styling

* add: wds full blown version

* fix: per_gpu_batch_siz

* start debuggin

* debugging

* remove print

* fix

* remove filter keys.

* turn on non-blocking calls.

* device_placement

* let's see.

* add bigger training run command

* reinitialize generator for fair repro

* add: detailed readme and requirements

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Co-authored-by: Sayak Paul <sayakpaul@Sayaks-MacBook-Pro-2.local>

2024-03-25 08:37:41 +05:30

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 datasets
 accelerate
 transformers
 torchvision
 wandb
 peft
 webdataset