Explain pretrained-to-finetuned lineage with detailed architecture and animated code walkthrough

Finalize verified main-method and ablation layout; preserve all original artifacts

Organize complete final models, all ablations, logs and checkpoints with visual guides (part 7)

Organize complete final models, all ablations, logs and checkpoints with visual guides (part 6)