Explain

LLM software that keeps inference local.

A quick guide to the software that loads language models and runs them on your own hardware — not someone else's cloud.

What counts as LLM software?

LLM software is any program that can load a large language model and generate text. The category includes:

Desktop runtimes — LM Studio, Ollama, GPT4All, Jan, AnythingLLM
Server / API tools — llama.cpp, vLLM, TGI, Ollama's API mode
Mobile apps — LlamaBox, PocketPal AI, MLC Chat, Layla
Browser runtimes — WebLLM and similar WebGPU-based inference

Local vs cloud LLM software

Cloud chat apps send every prompt to a vendor server. Local LLM software keeps the model on your hardware. The trade-off is usually smaller models and slower generation in exchange for privacy, offline use, and no subscription meter.

Popular local LLM software compared

Software	Platform	Model format	Best for
LlamaBox	Android 7.0+ arm64	GGUF	Private offline chat on phones
LM Studio	macOS / Windows / Linux	GGUF	Desktop GUI with model hub
Ollama	macOS / Linux / Windows	GGUF ecosystem	CLI-first local LLM server
AnythingLLM	Desktop / server	GGUF + cloud fallback	RAG / document-chat workflows
PocketPal AI	Android (GPU option)	GGUF	GPU speed on supported flagships
MLC Chat / WebLLM	Android / browser	Pre-compiled MLC weights	Compiled model deployments

Why LlamaBox is different

Most LLM software targets desktops or servers. LlamaBox is purpose-built for Android phones, including mid-range and older devices. By defaulting to CPU inference, it avoids the Android GPU driver lottery and reaches the largest possible device surface.

How to choose

Phone, offline, privacy-first → LlamaBox
Desktop GUI with easy model switching → LM Studio
CLI / API server on a workstation → Ollama
Document Q&A with RAG → AnythingLLM
Browser-based local inference → WebLLM

FAQ

What is LLM software?

LLM software is any application or runtime that loads a large language model and runs inference. It ranges from desktop tools like LM Studio and Ollama to mobile apps like LlamaBox that run models on-device.

Can LLM software run offline?

Some can. Desktop tools like LM Studio and Ollama run locally on a PC. LlamaBox runs locally on Android after the model file is downloaded. Cloud chat apps are not offline LLM software.

What is the best LLM software for Android?

For privacy and broad device support, LlamaBox. It is CPU by default; experimental acceleration may be available on supported devices, uses open GGUF models, and works offline on Android 7.0+ arm64.

Is LlamaBox open-source LLM software?

The app source is not yet public; an AGPL-3.0 source release is planned. A separate commercial license is available for proprietary products.

Do I need a GPU for LLM software?

Not with LlamaBox. Many desktop tools perform best with a GPU, but LlamaBox deliberately uses CPU inference to reach the widest range of Android devices.

Available on Google Play

Try private offline AI on Android.

Install from Google Play, download a compatible model, then chat offline.

Get it on Google Play Release status GitHub