This commit addresses several critical issues to improve stability, user experience, and memory management.
- Implements a robust automatic model downloader to prevent errors on first-time use.
- Adds an adaptive compatibility layer for the 'transformers' library, resolving the 'get_image_features' AttributeError without forcing dependency versions.
- Overhauls memory management with proactive VRAM cleanup and a 'ping-pong' offloading strategy to drastically reduce peak VRAM usage and prevent leaks between runs.
- Fixes a data type error during video creation from image tensors.
- Resolves multiple TypeErrors related to incorrect function arguments.
- Corrects a state management bug that caused failures on sequential runs in advanced workflows.
Richard Pinedo