GitLab

* style

* Fix class name casing for SkyReelsV2 components in multiple files to ensure consistency and correct functionality.

* cleaning

* cleansing

* Refactor `get_timestep_embedding` to move modifications into `SkyReelsV2TimeTextImageEmbedding`.

* Remove unnecessary line break in `get_timestep_embedding` function for cleaner code.

* Remove `skyreels_v2` entry from `_import_structure` and update its initialization to directly assign the list of SkyReelsV2 components.

* cleansing

* Refactor attention processing in `SkyReelsV2AttnProcessor2_0` to always convert query, key, and value to `torch.bfloat16`, simplifying the code and improving clarity.

* Enhance example usage in `pipeline_skyreels_v2_diffusion_forcing.py` by adding VAE initialization and detailed prompt for video generation, improving clarity and usability of the documentation.

* Refactor import structure in `__init__.py` for SkyReelsV2 components and improve formatting in ...