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<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `autoencoder` mod in crate `candle_transformers`."><title>candle_transformers::models::flux::autoencoder - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../../" data-static-root-path="../../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../../static.files/storage-e2aeef58.js"></script><script defer src="../sidebar-items.js"></script><script defer src="../../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../../static.files/favicon-044be391.svg"></head><body class="rustdoc mod"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">Module autoencoder</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><section id="rustdoc-toc"><h2 class="location"><a href="#">Module autoencoder</a></h2><h3><a href="#structs">Module Items</a></h3><ul class="block"><li><a href="#structs" title="Structs">Structs</a></li></ul></section><div id="rustdoc-modnav"><h2><a href="../index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../../index.html">candle_transformers</a>::<wbr><a href="../../index.html">models</a>::<wbr><a href="../index.html">flux</a></div><h1>Module <span>autoencoder</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../../src/candle_transformers/models/flux/autoencoder.rs.html#1-440">Source</a> </span></div><h2 id="structs" class="section-header">Structs<a href="#structs" class="anchor">§</a></h2><dl class="item-table"><dt><a class="struct" href="struct.AutoEncoder.html" title="struct candle_transformers::models::flux::autoencoder::AutoEncoder">Auto<wbr>Encoder</a></dt><dt><a class="struct" href="struct.Config.html" title="struct candle_transformers::models::flux::autoencoder::Config">Config</a></dt><dt><a class="struct" href="struct.Decoder.html" title="struct candle_transformers::models::flux::autoencoder::Decoder">Decoder</a></dt><dt><a class="struct" href="struct.DiagonalGaussian.html" title="struct candle_transformers::models::flux::autoencoder::DiagonalGaussian">Diagonal<wbr>Gaussian</a></dt><dt><a class="struct" href="struct.Encoder.html" title="struct candle_transformers::models::flux::autoencoder::Encoder">Encoder</a></dt></dl></section></div></main></body></html>
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<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="Flux Model"><title>candle_transformers::models::flux - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../" data-static-root-path="../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../static.files/storage-e2aeef58.js"></script><script defer src="../sidebar-items.js"></script><script defer src="../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../static.files/favicon-044be391.svg"></head><body class="rustdoc mod"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">Module flux</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><section id="rustdoc-toc"><h2 class="location"><a href="#">Module flux</a></h2><h3><a href="#">Sections</a></h3><ul class="block top-toc"><li><a href="#usage" title="Usage">Usage</a></li></ul><h3><a href="#modules">Module Items</a></h3><ul class="block"><li><a href="#modules" title="Modules">Modules</a></li><li><a href="#traits" title="Traits">Traits</a></li></ul></section><div id="rustdoc-modnav"><h2><a href="../index.html">In candle_<wbr>transformers::<wbr>models</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../index.html">candle_transformers</a>::<wbr><a href="../index.html">models</a></div><h1>Module <span>flux</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../src/candle_transformers/models/flux/mod.rs.html#1-43">Source</a> </span></div><details class="toggle top-doc" open><summary class="hideme"><span>Expand description</span></summary><div class="docblock"><p>Flux Model</p>
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<p>Flux is a 12B rectified flow transformer capable of generating images from text descriptions.</p>
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<ul>
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<li>🤗 <a href="https://huggingface.co/black-forest-labs/FLUX.1-schnell">Hugging Face Model</a></li>
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<li>💻 <a href="https://github.com/black-forest-labs/flux">GitHub Repository</a></li>
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<li>📝 <a href="https://blackforestlabs.ai/announcing-black-forest-labs/">Blog Post</a></li>
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</ul>
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<h2 id="usage"><a class="doc-anchor" href="#usage">§</a>Usage</h2><div class="example-wrap"><pre class="language-bash"><code>cargo run --features cuda \
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--example flux -r -- \
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--height 1024 --width 1024 \
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--prompt "a rusty robot walking on a beach holding a small torch, \
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the robot has the word \"rust\" written on it, high quality, 4k"</code></pre></div><div align=center>
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<img src="https://github.com/huggingface/candle/raw/main/candle-examples/examples/flux/assets/flux-robot.jpg" alt="" width=320>
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</div>
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</div></details><h2 id="modules" class="section-header">Modules<a href="#modules" class="anchor">§</a></h2><dl class="item-table"><dt><a class="mod" href="autoencoder/index.html" title="mod candle_transformers::models::flux::autoencoder">autoencoder</a></dt><dt><a class="mod" href="model/index.html" title="mod candle_transformers::models::flux::model">model</a></dt><dt><a class="mod" href="quantized_model/index.html" title="mod candle_transformers::models::flux::quantized_model">quantized_<wbr>model</a></dt><dt><a class="mod" href="sampling/index.html" title="mod candle_transformers::models::flux::sampling">sampling</a></dt></dl><h2 id="traits" class="section-header">Traits<a href="#traits" class="anchor">§</a></h2><dl class="item-table"><dt><a class="trait" href="trait.WithForward.html" title="trait candle_transformers::models::flux::WithForward">With<wbr>Forward</a></dt></dl></section></div></main></body></html>
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<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `model` mod in crate `candle_transformers`."><title>candle_transformers::models::flux::model - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../../" data-static-root-path="../../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../../static.files/storage-e2aeef58.js"></script><script defer src="../sidebar-items.js"></script><script defer src="../../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../../static.files/favicon-044be391.svg"></head><body class="rustdoc mod"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">Module model</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><section id="rustdoc-toc"><h2 class="location"><a href="#">Module model</a></h2><h3><a href="#structs">Module Items</a></h3><ul class="block"><li><a href="#structs" title="Structs">Structs</a></li></ul></section><div id="rustdoc-modnav"><h2><a href="../index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../../index.html">candle_transformers</a>::<wbr><a href="../../index.html">models</a>::<wbr><a href="../index.html">flux</a></div><h1>Module <span>model</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../../src/candle_transformers/models/flux/model.rs.html#1-626">Source</a> </span></div><h2 id="structs" class="section-header">Structs<a href="#structs" class="anchor">§</a></h2><dl class="item-table"><dt><a class="struct" href="struct.Config.html" title="struct candle_transformers::models::flux::model::Config">Config</a></dt><dt><a class="struct" href="struct.DoubleStreamBlock.html" title="struct candle_transformers::models::flux::model::DoubleStreamBlock">Double<wbr>Stream<wbr>Block</a></dt><dt><a class="struct" href="struct.EmbedNd.html" title="struct candle_transformers::models::flux::model::EmbedNd">EmbedNd</a></dt><dt><a class="struct" href="struct.Flux.html" title="struct candle_transformers::models::flux::model::Flux">Flux</a></dt><dt><a class="struct" href="struct.LastLayer.html" title="struct candle_transformers::models::flux::model::LastLayer">Last<wbr>Layer</a></dt><dt><a class="struct" href="struct.MlpEmbedder.html" title="struct candle_transformers::models::flux::model::MlpEmbedder">MlpEmbedder</a></dt><dt><a class="struct" href="struct.QkNorm.html" title="struct candle_transformers::models::flux::model::QkNorm">QkNorm</a></dt><dt><a class="struct" href="struct.SelfAttention.html" title="struct candle_transformers::models::flux::model::SelfAttention">Self<wbr>Attention</a></dt><dt><a class="struct" href="struct.SingleStreamBlock.html" title="struct candle_transformers::models::flux::model::SingleStreamBlock">Single<wbr>Stream<wbr>Block</a></dt></dl></section></div></main></body></html>
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<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `quantized_model` mod in crate `candle_transformers`."><title>candle_transformers::models::flux::quantized_model - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../../" data-static-root-path="../../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../../static.files/storage-e2aeef58.js"></script><script defer src="../sidebar-items.js"></script><script defer src="../../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../../static.files/favicon-044be391.svg"></head><body class="rustdoc mod"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">Module quantized_model</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><section id="rustdoc-toc"><h2 class="location"><a href="#">Module quantized_<wbr>model</a></h2><h3><a href="#structs">Module Items</a></h3><ul class="block"><li><a href="#structs" title="Structs">Structs</a></li></ul></section><div id="rustdoc-modnav"><h2><a href="../index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../../index.html">candle_transformers</a>::<wbr><a href="../../index.html">models</a>::<wbr><a href="../index.html">flux</a></div><h1>Module <span>quantized_<wbr>model</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../../src/candle_transformers/models/flux/quantized_model.rs.html#1-465">Source</a> </span></div><h2 id="structs" class="section-header">Structs<a href="#structs" class="anchor">§</a></h2><dl class="item-table"><dt><a class="struct" href="struct.DoubleStreamBlock.html" title="struct candle_transformers::models::flux::quantized_model::DoubleStreamBlock">Double<wbr>Stream<wbr>Block</a></dt><dt><a class="struct" href="struct.Flux.html" title="struct candle_transformers::models::flux::quantized_model::Flux">Flux</a></dt><dt><a class="struct" href="struct.LastLayer.html" title="struct candle_transformers::models::flux::quantized_model::LastLayer">Last<wbr>Layer</a></dt><dt><a class="struct" href="struct.MlpEmbedder.html" title="struct candle_transformers::models::flux::quantized_model::MlpEmbedder">MlpEmbedder</a></dt><dt><a class="struct" href="struct.QkNorm.html" title="struct candle_transformers::models::flux::quantized_model::QkNorm">QkNorm</a></dt><dt><a class="struct" href="struct.SelfAttention.html" title="struct candle_transformers::models::flux::quantized_model::SelfAttention">Self<wbr>Attention</a></dt><dt><a class="struct" href="struct.SingleStreamBlock.html" title="struct candle_transformers::models::flux::quantized_model::SingleStreamBlock">Single<wbr>Stream<wbr>Block</a></dt></dl></section></div></main></body></html>
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<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `denoise` fn in crate `candle_transformers`."><title>denoise in candle_transformers::models::flux::sampling - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../../" data-static-root-path="../../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../../static.files/storage-e2aeef58.js"></script><script defer src="sidebar-items.js"></script><script defer src="../../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../../static.files/favicon-044be391.svg"></head><body class="rustdoc fn"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">denoise</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><div id="rustdoc-modnav"><h2><a href="index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux::<wbr>sampling</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../../index.html">candle_transformers</a>::<wbr><a href="../../index.html">models</a>::<wbr><a href="../index.html">flux</a>::<wbr><a href="index.html">sampling</a></div><h1>Function <span class="fn">denoise</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../../src/candle_transformers/models/flux/sampling.rs.html#95-119">Source</a> </span></div><pre class="rust item-decl"><code>pub fn denoise<M: <a class="trait" href="../trait.WithForward.html" title="trait candle_transformers::models::flux::WithForward">WithForward</a>>(
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model: <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.reference.html">&M</a>,
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img: &Tensor,
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img_ids: &Tensor,
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txt: &Tensor,
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txt_ids: &Tensor,
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vec_: &Tensor,
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timesteps: &[<a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.f64.html">f64</a>],
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guidance: <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.f64.html">f64</a>,
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) -> Result<Tensor></code></pre></section></div></main></body></html>
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|
||||
<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `get_noise` fn in crate `candle_transformers`."><title>get_noise in candle_transformers::models::flux::sampling - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../../" data-static-root-path="../../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../../static.files/storage-e2aeef58.js"></script><script defer src="sidebar-items.js"></script><script defer src="../../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../../static.files/favicon-044be391.svg"></head><body class="rustdoc fn"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">get_noise</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><div id="rustdoc-modnav"><h2><a href="index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux::<wbr>sampling</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../../index.html">candle_transformers</a>::<wbr><a href="../../index.html">models</a>::<wbr><a href="../index.html">flux</a>::<wbr><a href="index.html">sampling</a></div><h1>Function <span class="fn">get_<wbr>noise</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../../src/candle_transformers/models/flux/sampling.rs.html#3-12">Source</a> </span></div><pre class="rust item-decl"><code>pub fn get_noise(
|
||||
num_samples: <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.usize.html">usize</a>,
|
||||
height: <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.usize.html">usize</a>,
|
||||
width: <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.usize.html">usize</a>,
|
||||
device: &Device,
|
||||
) -> Result<Tensor></code></pre></section></div></main></body></html>
|
||||
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|
||||
<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="`shift` is a triple `(image_seq_len, base_shift, max_shift)`."><title>get_schedule in candle_transformers::models::flux::sampling - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../../" data-static-root-path="../../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../../static.files/storage-e2aeef58.js"></script><script defer src="sidebar-items.js"></script><script defer src="../../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../../static.files/favicon-044be391.svg"></head><body class="rustdoc fn"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">get_schedule</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><div id="rustdoc-modnav"><h2><a href="index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux::<wbr>sampling</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../../index.html">candle_transformers</a>::<wbr><a href="../../index.html">models</a>::<wbr><a href="../index.html">flux</a>::<wbr><a href="index.html">sampling</a></div><h1>Function <span class="fn">get_<wbr>schedule</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../../src/candle_transformers/models/flux/sampling.rs.html#65-83">Source</a> </span></div><pre class="rust item-decl"><code>pub fn get_schedule(
|
||||
num_steps: <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.usize.html">usize</a>,
|
||||
shift: <a class="enum" href="https://doc.rust-lang.org/1.94.1/core/option/enum.Option.html" title="enum core::option::Option">Option</a><(<a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.usize.html">usize</a>, <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.f64.html">f64</a>, <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.f64.html">f64</a>)>,
|
||||
) -> <a class="struct" href="https://doc.rust-lang.org/1.94.1/alloc/vec/struct.Vec.html" title="struct alloc::vec::Vec">Vec</a><<a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.f64.html">f64</a>></code></pre><details class="toggle top-doc" open><summary class="hideme"><span>Expand description</span></summary><div class="docblock"><p><code>shift</code> is a triple <code>(image_seq_len, base_shift, max_shift)</code>.</p>
|
||||
</div></details></section></div></main></body></html>
|
||||
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|
||||
<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `unpack` fn in crate `candle_transformers`."><title>unpack in candle_transformers::models::flux::sampling - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../../" data-static-root-path="../../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../../static.files/storage-e2aeef58.js"></script><script defer src="sidebar-items.js"></script><script defer src="../../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../../static.files/favicon-044be391.svg"></head><body class="rustdoc fn"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">unpack</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><div id="rustdoc-modnav"><h2><a href="index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux::<wbr>sampling</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../../index.html">candle_transformers</a>::<wbr><a href="../../index.html">models</a>::<wbr><a href="../index.html">flux</a>::<wbr><a href="index.html">sampling</a></div><h1>Function <span class="fn">unpack</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../../src/candle_transformers/models/flux/sampling.rs.html#85-92">Source</a> </span></div><pre class="rust item-decl"><code>pub fn unpack(xs: &Tensor, height: <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.usize.html">usize</a>, width: <a class="primitive" href="https://doc.rust-lang.org/1.94.1/std/primitive.usize.html">usize</a>) -> Result<Tensor></code></pre></section></div></main></body></html>
|
||||
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|
||||
<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `sampling` mod in crate `candle_transformers`."><title>candle_transformers::models::flux::sampling - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../../" data-static-root-path="../../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../../static.files/storage-e2aeef58.js"></script><script defer src="../sidebar-items.js"></script><script defer src="../../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../../static.files/favicon-044be391.svg"></head><body class="rustdoc mod"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">Module sampling</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><section id="rustdoc-toc"><h2 class="location"><a href="#">Module sampling</a></h2><h3><a href="#structs">Module Items</a></h3><ul class="block"><li><a href="#structs" title="Structs">Structs</a></li><li><a href="#functions" title="Functions">Functions</a></li></ul></section><div id="rustdoc-modnav"><h2><a href="../index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../../index.html">candle_transformers</a>::<wbr><a href="../../index.html">models</a>::<wbr><a href="../index.html">flux</a></div><h1>Module <span>sampling</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../../src/candle_transformers/models/flux/sampling.rs.html#1-119">Source</a> </span></div><h2 id="structs" class="section-header">Structs<a href="#structs" class="anchor">§</a></h2><dl class="item-table"><dt><a class="struct" href="struct.State.html" title="struct candle_transformers::models::flux::sampling::State">State</a></dt></dl><h2 id="functions" class="section-header">Functions<a href="#functions" class="anchor">§</a></h2><dl class="item-table"><dt><a class="fn" href="fn.denoise.html" title="fn candle_transformers::models::flux::sampling::denoise">denoise</a></dt><dt><a class="fn" href="fn.get_noise.html" title="fn candle_transformers::models::flux::sampling::get_noise">get_<wbr>noise</a></dt><dt><a class="fn" href="fn.get_schedule.html" title="fn candle_transformers::models::flux::sampling::get_schedule">get_<wbr>schedule</a></dt><dd><code>shift</code> is a triple <code>(image_seq_len, base_shift, max_shift)</code>.</dd><dt><a class="fn" href="fn.unpack.html" title="fn candle_transformers::models::flux::sampling::unpack">unpack</a></dt></dl></section></div></main></body></html>
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window.SIDEBAR_ITEMS = {"mod":["autoencoder","model","quantized_model","sampling"],"trait":["WithForward"]};
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<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `WithForward` trait in crate `candle_transformers`."><title>WithForward in candle_transformers::models::flux - Rust</title><script>if(window.location.protocol!=="file:")document.head.insertAdjacentHTML("beforeend","SourceSerif4-Regular-6b053e98.ttf.woff2,FiraSans-Italic-81dc35de.woff2,FiraSans-Regular-0fe48ade.woff2,FiraSans-MediumItalic-ccf7e434.woff2,FiraSans-Medium-e1aa3f0a.woff2,SourceCodePro-Regular-8badfe75.ttf.woff2,SourceCodePro-Semibold-aa29a496.ttf.woff2".split(",").map(f=>`<link rel="preload" as="font" type="font/woff2"href="../../../static.files/${f}">`).join(""))</script><link rel="stylesheet" href="../../../static.files/normalize-9960930a.css"><link rel="stylesheet" href="../../../static.files/rustdoc-77263533.css"><meta name="rustdoc-vars" data-root-path="../../../" data-static-root-path="../../../static.files/" data-current-crate="candle_transformers" data-themes="" data-resource-suffix="" data-rustdoc-version="1.94.1 (e408947bf 2026-03-25)" data-channel="1.94.1" data-search-js="search-9e2438ea.js" data-stringdex-js="stringdex-b897f86f.js" data-settings-js="settings-c38705f0.js" ><script src="../../../static.files/storage-e2aeef58.js"></script><script defer src="sidebar-items.js"></script><script defer src="../../../static.files/main-7bab91a1.js"></script><noscript><link rel="stylesheet" href="../../../static.files/noscript-ffcac47a.css"></noscript><link rel="alternate icon" type="image/png" href="../../../static.files/favicon-32x32-eab170b8.png"><link rel="icon" type="image/svg+xml" href="../../../static.files/favicon-044be391.svg"></head><body class="rustdoc trait"><!--[if lte IE 11]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><rustdoc-topbar><h2><a href="#">WithForward</a></h2></rustdoc-topbar><nav class="sidebar"><div class="sidebar-crate"><h2><a href="../../../candle_transformers/index.html">candle_<wbr>transformers</a><span class="version">0.8.4</span></h2></div><div class="sidebar-elems"><section id="rustdoc-toc"><h2 class="location"><a href="#">With<wbr>Forward</a></h2><h3><a href="#required-methods">Required Methods</a></h3><ul class="block"><li><a href="#tymethod.forward" title="forward">forward</a></li></ul><h3><a href="#implementors">Implementors</a></h3></section><div id="rustdoc-modnav"><h2><a href="index.html">In candle_<wbr>transformers::<wbr>models::<wbr>flux</a></h2></div></div></nav><div class="sidebar-resizer" title="Drag to resize sidebar"></div><main><div class="width-limiter"><section id="main-content" class="content"><div class="main-heading"><div class="rustdoc-breadcrumbs"><a href="../../index.html">candle_transformers</a>::<wbr><a href="../index.html">models</a>::<wbr><a href="index.html">flux</a></div><h1>Trait <span class="trait">With<wbr>Forward</span> <button id="copy-path" title="Copy item path to clipboard">Copy item path</button></h1><rustdoc-toolbar></rustdoc-toolbar><span class="sub-heading"><a class="src" href="../../../src/candle_transformers/models/flux/mod.rs.html#26-38">Source</a> </span></div><pre class="rust item-decl"><code>pub trait WithForward {
|
||||
// Required method
|
||||
fn <a href="#tymethod.forward" class="fn">forward</a>(
|
||||
&self,
|
||||
img: &Tensor,
|
||||
img_ids: &Tensor,
|
||||
txt: &Tensor,
|
||||
txt_ids: &Tensor,
|
||||
timesteps: &Tensor,
|
||||
y: &Tensor,
|
||||
guidance: <a class="enum" href="https://doc.rust-lang.org/1.94.1/core/option/enum.Option.html" title="enum core::option::Option">Option</a><&Tensor>,
|
||||
) -> Result<Tensor>;
|
||||
}</code></pre><h2 id="required-methods" class="section-header">Required Methods<a href="#required-methods" class="anchor">§</a></h2><div class="methods"><section id="tymethod.forward" class="method"><a class="src rightside" href="../../../src/candle_transformers/models/flux/mod.rs.html#28-37">Source</a><h4 class="code-header">fn <a href="#tymethod.forward" class="fn">forward</a>(
|
||||
&self,
|
||||
img: &Tensor,
|
||||
img_ids: &Tensor,
|
||||
txt: &Tensor,
|
||||
txt_ids: &Tensor,
|
||||
timesteps: &Tensor,
|
||||
y: &Tensor,
|
||||
guidance: <a class="enum" href="https://doc.rust-lang.org/1.94.1/core/option/enum.Option.html" title="enum core::option::Option">Option</a><&Tensor>,
|
||||
) -> Result<Tensor></h4></section></div><h2 id="implementors" class="section-header">Implementors<a href="#implementors" class="anchor">§</a></h2><div id="implementors-list"><div class="negative-marker"></div><section id="impl-WithForward-for-Flux" class="impl"><a class="src rightside" href="../../../src/candle_transformers/models/flux/model.rs.html#580-626">Source</a><a href="#impl-WithForward-for-Flux" class="anchor">§</a><h3 class="code-header">impl <a class="trait" href="trait.WithForward.html" title="trait candle_transformers::models::flux::WithForward">WithForward</a> for candle_transformers::models::flux::model::<a class="struct" href="model/struct.Flux.html" title="struct candle_transformers::models::flux::model::Flux">Flux</a></h3></section><section id="impl-WithForward-for-Flux-1" class="impl"><a class="src rightside" href="../../../src/candle_transformers/models/flux/quantized_model.rs.html#419-465">Source</a><a href="#impl-WithForward-for-Flux-1" class="anchor">§</a><h3 class="code-header">impl <a class="trait" href="trait.WithForward.html" title="trait candle_transformers::models::flux::WithForward">WithForward</a> for candle_transformers::models::flux::quantized_model::<a class="struct" href="quantized_model/struct.Flux.html" title="struct candle_transformers::models::flux::quantized_model::Flux">Flux</a></h3></section></div><script src="../../../trait.impl/candle_transformers/models/flux/trait.WithForward.js" async></script></section></div></main></body></html>
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