* Full Finetuning for LTX possibily extended to other models.
* Change name of the flag
* Used disable grad for component on lora fine tuning enabled
* Suggestions Addressed
Renamed to SFT
Added 2 other models.
Testing required.
* Switching to Full FineTuning
* Run linter.
* parse subfolder when needed.
* tackle saving and loading hooks.
* tackle validation.
* fix subfolder bug.
* remove __class__.
* refactor
* remove unnecessary changes
* handle saving of final model weights correctly
* remove unnecessary changes
* LTX uses a default frame rate of 24 FPS
We need to modify the output validation framerate to match that value.
Add Framerate args.
Add Update video output and inference frame rate
* There was a results_args mapping that needed to be modified.
* update
* update README
* Update README.md
* update docs
* add training configuration in cogvideox
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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>