# TinyWAM Source Code Walkthrough: Data Generation, Visual Encoding, and the Full Flow Matching Pipeline

- Source: Guyuehome
- Published: 2026-10-12T04:21:00.000Z
- RoboHot: https://robohot.news/en/items/mjudvduclm3kvyyf97dc4h1b2
- Original: https://www.guyuehome.com/detail?id=2103766352897536001

## Summary

This TinyWAM source code walkthrough reviews the core implementation of this lightweight World Action Model, covering data generation, visual encoding, Flow Matching, model training, and the closed-loop execution pipeline. The article explains each stage alongside the source code to help readers understand the technical principles and engineering implementation of world action models.