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llama.cpp

LLM inference in C/C++

GgmlAI AgentsC++MIT 121.9k 21.1kHealth 90
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What is it?

What it is

LLM inference in C/C++ - Changelog for `libllama` API - Changelog for `llama-server` REST API

Why it exists

LLM inference in C/C++

Who should use it

Teams building with C++ who want an open-source, self-hosted option.

Who should avoid it

Teams that need a fully managed SaaS with enterprise SLAs out of the box.

How it works

A quick walkthrough in plain English

How llama.cpp works

Step 1 of 3

You interact with it

Open llama.cpp, send a request, or connect it to your stack.

Features

Ggml

Advantages

  • Open source (MIT)
  • Active C++ ecosystem
  • Self-hosted deployment options

Disadvantages

  • Requires operational ownership for self-hosted setups
  • Community support varies by project maturity

Installation

native

# Use a local model file
llama-cli -m my_model.gguf

# Or download and run a model directly from Hugging Face
llama-cli -hf ggml-org/gemma-3-1b-it-GGUF

# Launch OpenAI-compatible API server
llama-server -hf ggml-org/gemma-3-1b-it-GGUF

FAQ

What is llama.cpp?

llama.cpp is an open-source project licensed under MIT.

What language is llama.cpp built with?

Primary language: C++.

Is it free to use?

Yes. Licensed under MIT. Check the license for commercial use.

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