I trained a 1.57B-parameter Dreamer 4 World Model from scratch for under $150

Key points

1. The first attempt produced visually convincing video but with no usable control response; a reworked version added proper action conditioning.
2. The result demonstrates that interactive world model training is now within reach of individual researchers on a modest budget.