Surgical, composable, weight-level edits to your LLM's behavior using everyday natural language.
Take control with Bread.
Our mission is to give you greater control over your AI.
Today’s language models are static, one-size-fits-all, and centralized. We’re building tools to break that paradigm. Bread delivers cloud and open-source systems enabling precise, versioned, and composable updates—at the weight level—of LLMs. You can teach, refine, or update a model's weights just by describing what you want, in natural language, as easily as prompting.
Why?
- You shouldn't need a PhD in ML to train an AI.
- You shouldn’t need specialist teams or corporate buy-in to adjust model behavior.
- Everyone should be able to build, adapt, and own intelligence that works their way.
We believe adaptive, iterative teaching—by demonstration, question/answer, and practice with feedback—makes models both more useful and more human-aligned.
- Create an account and get an API key
- Bake your first model with our SDK
- Read our documentation to learn more
- 🔜 More open-source tools & self-hosted options (“coming soon”)
- Improved docs, guides, and walkthroughs (contributions welcome!)
- Community bakes, marketplace, and collaborative workflows
We welcome researchers, engineers, and the merely AI-curious.
Check individual project repos for contribution guidelines—or join Discord to get involved.
“Never stop learning.”
