Smolify AI

Welcome to Smolify

Intelligence, Distilled.

Smolify is a foundry for Domain Specific Language Models (DSLMs). We allow developers to distill the reasoning capabilities of massive, general-purpose models (like GPT-5, Claude 4.5, and Gemini 3) into ultra-compact, sovereign models (like Gemma 3 270M) that you own, host, and run anywhere.

Why Distill?

• Sovereignty: You own the weights. No API deprecations.
• Privacy: Run locally on device (CPU/NPU). Data never leaves your perimeter.
• Cost: Inference costs $0.
• Latency: Sub-10ms response times on edge hardware.

The Foundry Process

1. Define: You describe a capability (e.g., “Clinical Scribe”).
2. Synthesize: We generate thousands of high-fidelity synthetic training examples.
3. Distill: We fine-tune a specialized Nano-LLM using Neural Distillation.
4. Deploy: You download the weights and run them via transformers or vLLM.

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Documentation Map

• Get Started: Launch your first distillation job in 5 minutes.
• vLLM Deployment: Get higher throughput and an API server.
• Core Concepts: Understand Synthesis, Distillation, and DSLMs.
• Model Architecture: Technical specs of the Gemma 3-based output models.