How to Run AI Offline on Your Phone

Install TokForge, download your first model, and start chatting — all without internet.

Best AI Models for Your Phone

Which model fits your RAM? A visual guide from 0.8B to 27B.

Is Your Phone Fast Enough?

Check if your Android device can run local AI, and what to expect.

Setting Up Character Cards

Import TavernAI characters, customize personalities, and build persistent AI companions.

Chat With Your Documents

Attach PDFs, Word docs, and EPUBs. Ask questions, get answers grounded in your files.

Speculative Decoding

How TokForge nearly doubles inference speed on large models — with zero quality loss.

TurboQuant: 57 tok/s

TQ4 aggressive quantization makes small models absurdly fast. Here's how.

AutoForge & ForgeLab

One-tap auto-tuning that profiles your hardware and picks the fastest config.

Vulkan vs OpenCL vs CPU

Five GPU acceleration paths explained. Which one your chipset uses and why.

API Walkthrough

Enable the API, connect from your computer, and control TokForge with curl.

Building an AI Agent

Python scripts that orchestrate TokForge remotely — models, conversations, memory, and telemetry.

TokForge vs AnythingLLM vs Layla

An honest feature comparison of the top offline AI apps for Android.