- Literature review of TIC-FT, HuggingFace, Finetrainers, and official CogVideo
- Training recommendations for 3K powerslap dataset
- Hyperparameter analysis from research papers
- Three proposed training strategies (conservative, aggressive, TIC-FT)
- Caption quality recommendations
- Expected outcomes and timeline
- Common pitfalls from literature