Gemma 4 launched with 4.5 billion parameters, yet its success hinges on more than raw size. The model’s open‑source license, extensive documentation, and active community forums drive adoption. Practitioners should prioritize transparent tooling and community engagement over benchmark bragging when building open models. These factors also lower the barrier for contributors and accelerate feature iteration.