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docs/hub/dduf.md

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## Overview
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DDUF (**D**DUF’s **D**iffusion **U**nified **F**ormat) is a file format designed to make storing, distributing, and using diffusion models much easier. Built on the ZIP file format, DDUF offers a standardized, efficient, and flexible way to package all parts of a diffusion model into a single, easy-to-manage file.
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DDUF (**D**DUF’s **D**iffusion **U**nified **F**ormat) is a single-file format for diffusion models that aims to unify the different model distribution methods and weight-saving formats by packaging all model components into a single file. It is language-agnostic and built to be parsable from a remote location without downloading the entire file.
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This work draws inspiration from the [GGUF](https://github.com/ggerganov/ggml/blob/master/docs/gguf.md) format.
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</Tip>
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## Motivation
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Yet, another file format? Yes, but for good reasons!
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The primary goal of DDUF is to create a community-endorsed single-file format for diffusion models. Current model distribution methods often involve multiple separate files, different weight-saving formats, and managing files from various locations. DDUF aims to solve these challenges by packaging all model components into a single file, enforcing a consistent structure while being opinionated about saving formats.
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The DDUF format is also designed to be language-agnostic. While we currently provide tooling for the Python ecosystem, there's nothing stopping similar tools from being developed in JavaScript, Rust, C++, and other languages. Like GGUF or safetensors, DDUF is built to be parsable from a remote location without downloading the entire file, which will enable advanced support on the Hugging Face Hub.
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Its key features include the following.
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1. **Single file** packaging.

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