AI Field Guide
Models

Llama

Updated 2026-08-04

Questions this answers

  • What is Llama and who makes it?
  • I want an open model I can run myself. Where do I start?
  • Why is Llama the one everyone builds on?
  • Is Llama actually open source?

The Fix

Llama is Meta's family of open-weight models, and the one that did the most to make open models mainstream. Open-weight means you download the model and run it on your own hardware, with no per-token bill and no data leaving your machine.

Llama became the default base that much of the open ecosystem builds on, including fine-tunes like Hermes. It rarely tops the leaderboards outright, but it's capable and everywhere, which makes it a common starting point for building on open weights.

When to Use It

Start here when you want to run a model yourself and want the safest, best-supported open-weight base, with the most tools and community around it. It's a sensible default for local experiments or for fine-tuning to your own use.

Check the license before you ship, since Llama is open-weight rather than fully open source and its terms carry some conditions. If you need the strongest open model, compare it against Qwen, DeepSeek, and Kimi.

Best Practices

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