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Llama 3.2

Last updated 2026-07-17 · Reviewed by ToolForge Editorial

Meta's efficient 1B/3B and vision-capable 11B/90B open models for edge and multimodal use.

★ 4.4/5 · Millions of devs · Since 2024 · Open weights (free)

Free open weight

Try Llama 3.2 → Read full review

Small, fast, multimodal

Llama 3.2 extended the family with tiny 1B and 3B text models that run on phones and laptops, plus 11B and 90B vision-language models that can read images. It's the practical choice when you need on-device inference or cheap multimodal understanding without a cloud bill.

Who it's for: Mobile and edge developers, and teams needing cheap vision understanding on private infrastructure.

Key features

📱 On-device 1B/3B

Runs offline on phones and consumer hardware.

👁️ Vision models

11B/90B variants understand images and charts.

🔓 Open weights

Self-host or fine-tune freely.

⚡ Low latency

Tiny sizes mean instant local responses.

The honest take

✓ What works

Runs on-device with no cloud
Vision + text in open weights
Free to deploy
Great for privacy-first apps

✗ What doesn't

Smaller models weaker on hard tasks
Vision trails dedicated VLMs
Needs ML infra knowledge
Less polished than GPT-4o-class

Verdict

Llama 3.2 is the smart pick for edge and private multimodal apps. Use the 90B vision model when you need image understanding without a vendor API.

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