LFM3 in the Browser
Copyright 2026 Lafayette JH Compton and Toaster Club LLC

This product includes software developed by Lafayette JH Compton and Toaster Club LLC: the WebGPU engine and its
WGSL shaders (public/engine/), the app (public/index.html, public/app.js, public/examples/), and the tools
(tools/). This software is licensed under the Apache License, Version 2.0 (LICENSE).

This product includes LFM3-Omni-2B by Liquid AI, Inc. (https://huggingface.co/LiquidAI/LFM3-Omni-2B), licensed
under the LFM Open License v1.0 (LICENSE-LFM.txt). The files derived from it are:

  public/weights/
      The model's weights, modified by Toaster Club LLC: quantized (GPTQ 4-bit in groups of 64 for the language
      model; 4-bit or 8-bit round-to-nearest with per-group scales for the image encoder, the speech encoder, the
      speech decoder and the voice codec), reordered into this engine's tensor layout, and packed into PNG byte
      containers. Each weight set's chunks.json lists the sha256 of every part.

  public/lfm3-tokenizer-vocab.json, public/lfm3-tokenizer-merges.txt
      Liquid AI's tokenizer.json, split into two files by tools/export_tokenizer.py. Changed in format only.

The LFM Open License v1.0 applies to these files and to any use of them, including its Commercial Use limitation
(Section 5): rights for commercial use are granted only to individuals and organizations below US$10,000,000 in
annual revenue; the threshold does not apply to qualified non-profit organizations' non-commercial or research use.

LFM, LFM3 and Liquid AI are names of Liquid AI, Inc. They are used here only to describe the origin of the model.
This project is not affiliated with, sponsored by or endorsed by Liquid AI, Inc.

The app loads the Geist and Geist Mono typefaces from Google Fonts (SIL Open Font License 1.1).