- Introduced `--cpu_offload` argument in `generate.py` for enabling CPU offload.
- Updated `WanI2V` class in `image2video.py` to handle CPU offload during model initialization and sharding.
- Added new functions in `fsdp.py` for CPU initialization and sharding with CPU offload.
- Expanded supported sizes in `configs/__init__.py` to include additional resolutions.