SmolVLM Grows Smaller – Introducing the 256M & 500M Models!

Practical AI: Tools, Models & Frameworks

What changed

SmolVLM Grows Smaller – Introducing the 256M & 500M Models! We’re excited to announce two new additions to the SmolVLM family: SmolVLM-256M and SmolVLM-500M. When we released SmolVLM 2B, the community response was fantastic: The model is very light weight, open-source and permissive, and easy to integrate into existing workflows.

Why it matters

A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.

How it compares

Related prior coverage to compare against:

  • Introducing HUGS - Scale your AI with Open Models
  • Introducing GPT-5.4 mini and nano

Sources