Overview

Unlock the power of local AI models with Magnitude, the open-source inference server designed to seamlessly integrate with your favorite agents. Magnitude intelligently analyzes your hardware, recommends optimized models, and handles their download, tuning, and execution – all privately and offline. Say goodbye to API costs and embrace free, secure, and highly performant local AI.

Key Features

• Agent-Native Integration: Designed from the ground up to work with popular agents like Pi, OpenCode, Hermes, OpenClaw, Codex, Claude Code, Oh My Pi, and Cline, offering an agent-first setup experience.
• Hardware Optimization: Automatically profiles your machine's capabilities (CPU, memory, bandwidth) to recommend the best-suited models and configurations.
• Private & Offline Operation: All models, prompts, and data remain on your local machine, ensuring complete privacy and the ability to run entirely offline.
• On-Demand Model Loading: Models are loaded when requested by your agent and unloaded when idle or when memory becomes constrained, optimizing resource usage.
• Performance Tuning: Features end-to-end tuning, including speculative decoding and concurrency, tailored for your specific hardware to maximize token-per-second performance.
• Extensible Model Support: Works with a curated list of models and allows easy integration of compatible GGUF models downloaded from Hugging Face.
• Cost-Free AI: Run powerful local models without incurring token costs, API keys, or rate limits.

Typical Use Cases

• Enhanced Agent Capabilities: Supercharge your existing AI assistants with powerful local reasoning and generation capabilities for tasks like coding, content creation, and complex problem-solving, all without leaving your local environment.
• Secure and Private Development: Developers can leverage local models for sensitive code generation, analysis, and debugging, ensuring proprietary information never leaves their machine.
• Offline AI Workflows: Enable AI-powered workflows that are completely independent of internet connectivity, ideal for remote locations or environments with restricted network access.
• Experimentation with Local Models: Easily test and deploy various local language models on your hardware to find the perfect balance of performance and capability for your specific needs.
• Cost-Effective AI Solutions: Reduce operational costs by eliminating reliance on cloud-based AI APIs and embracing the free, self-hosted power of Magnitude.