Faster Gemma 4 on MLX with multi-token prediction

Practical AI: Tools, Models & Frameworksbenchmark

What changed

Faster Gemma 4 on MLX with multi-token prediction June 29, 2026 Gemma 4 is now significantly faster in Ollama 0.31. On Apple Silicon, it generates tokens nearly 90% faster on average across a coding-agent benchmark. Gemma 4 ships with a small, fast draft model that runs alongside the main model and proposes the next several tokens.

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:

  • Ollama is now powered by MLX on Apple Silicon in preview
  • Improved performance and model support with GGUF
  • Google releases Gemma 2 2B, ShieldGemma and Gemma Scope

Sources