Prompt Baking Products
Three powerful products to help you harness the power of Prompt Baking
Git for Weight Space
Developer Platform
Ship Custom AI Models as Fast as You Ship Code
Fine-tuning is slow, expensive, and requires massive datasets. Prompt Baking lets you ship custom models in minutes using the same prompts you already write. Build, branch, and version AI models through prompts alone, no ML expertise required. Fork at any checkpoint, deploy via OpenAI-compatible API, and iterate at the speed of conversation. Weight updates in 5 minutes, not 5 months.
Key Features:
- Condition models with single prompts or corrections
- Branch and merge model variants like Git repos
- OpenAI-compatible API for drop-in integration
- Free credits for developers & researchers
Pricing
Credit-based system. Bread frequently provides free credits to developers and researchers.
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GhostPoster
For Creators & Brands
Nobody Knows You Exist. We Can Fix That.
Great brands and creators go unnoticed because authentic outreach doesn't scale. Generic AI sounds robotic. Manual engagement caps your reach. We build you a bespoke language model with your unique style baked into the weights. Then, it finds people who would love your brand and engages them in your actual voice. Scale your influence without losing what makes you, you.
No AI slop. No spam. Just influence that scales and the reputation you deserve.
How It Works:
- 1Build Your ModelWe bake your unique style into a custom language model
- 2Find Your AudienceIt identifies people who would genuinely love your brand
- 3Engage AuthenticallyReaches out in your voice, not generic AI-speak
- Give yourself a megaphone to the world.
Apprentice AI
Automate Expert Processes
Your AI Just Doesn't Get It
Detailed prompts, RAG databases, complex RL reward functions, none of it works. Your AI still makes basic mistakes. You're stuck between two bad options: rewrite prompts endlessly or spend millions on fine-tuning infrastructure, just hoping it works. With Bread, you demonstrate the process once, answers questions, and correct mistakes as the AI practices. Each correction surgically updates specific behaviors. No datasets. No ML engineers. No retraining pipelines.
How It Works:
- 1Demonstration: Expert walks through the process once
- 2Questions: System probes edge cases and scenarios
- 3Practice: AI attempts tasks, expert corrects mistakes
- Each correction = permanent weight update
What Makes This Different
Traditional approaches are blunt instruments. Change a prompt and hope for the best everywhere. Bread enables surgical corrections that fix specific behaviors without touching others. Learn from single examples instead of 10,000+ data points. Build a living system that adapts as your procedures evolve.
This isn't a buffet. It's fine-dining at scale.