These ports were marked pending removal in #1820. Each has a newer, maintained counterpart in the repo, and their model-specific hooks leaked into shared stages, request fields, CLI args, and loaders. Remove each model's code, configs, presets, examples, converters, tests, cookbook pages, CI planner rules, and registry entries, along with the shared-code hooks only they used: - camera kwargs (GameCraft camera_states, DreamX y_camera) in the shared denoising loop - LongCat refine branches in latent preparation, the decoding crop, the --bsa-* CLI args, its train model, and third_party/longcat_video - Z-Image cfg_normalization/cfg_truncation and GameCraft/DreamX camera/action fields in SamplingParam, ForwardBatch, and the schema - the GLM-Image vision-language loader and the TurboDiffusion rCM scheduler and SLA auto-select in the train entrypoint - the Wan definition groups that only preserved DreamX detector order Removed env vars and their legacy aliases move to DEPRECATED_VARIABLES per the env-var policy. Matrix Game 2.0 stays: the new trainer's world model scenarios depend on it. The SLA and BSA attention backends stay. The TurboDiffusion int8 kernels in fastvideo-kernel are left for a separate kernel PR. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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Stable Diffusion recipes
Maintained family · Inference
Stable Diffusion inference recipes
Stable Diffusion 3.5 Medium is Stability AI's text-to-image model in this catalog. The maintained example sweeps a small prompt set across seeds.
Pick a recipe and runtime
Start with the result you want, then choose one of the runtimes FastVideo actually maintains for it.
<div class="cookbook-builder__layout">
<div class="cookbook-controls">
<div class="cookbook-selection-row">
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<strong>Recipe</strong>
<span>Task and checkpoint</span>
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<div class="cookbook-option-grid cookbook-option-grid--models" data-cookbook-model-options role="group" aria-label="Recipe">
<button type="button" disabled>Loading Stable Diffusion recipes...</button>
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<div class="cookbook-selection-row">
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<strong>Runtime</strong>
<span>Maintained paths only</span>
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<div class="cookbook-option-grid cookbook-option-grid--hardware" data-cookbook-hardware-options role="group" aria-label="Runtime">
<button type="button" disabled>Loading runtimes...</button>
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<p class="cookbook-selection-description" data-cookbook-description>Loading recipe details...</p>
<p class="cookbook-hardware-note">Exact device and memory details appear only when a recorded run supports them.</p>
<div class="cookbook-hardware-state" data-cookbook-hardware-state role="status" aria-live="polite">
Reading recipe evidence...
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<article class="cookbook-result">
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<h3 data-cookbook-label>Loading...</h3>
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<span class="cookbook-badge">Maintained</span>
<span class="cookbook-badge" data-cookbook-evidence>Source-backed</span>
<span class="cookbook-badge cookbook-badge--neutral" data-cookbook-hardware-badge>Source config</span>
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<dl class="cookbook-result__facts">
<div><dt>Model</dt><dd data-cookbook-model>Loading...</dd></div>
<div><dt>Workload</dt><dd data-cookbook-task>Loading...</dd></div>
<div><dt>Source configuration</dt><dd data-cookbook-gpus>Loading...</dd></div>
<div><dt>Expected output</dt><dd data-cookbook-artifact>Loading...</dd></div>
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<span>Terminal</span>
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<pre><code class="language-bash" data-cookbook-command>Loading...</code></pre>
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<div class="cookbook-result__footer">
<a data-cookbook-source href="../../inference/examples/basic/">Open example source</a>
<a data-cookbook-model-link href="https://huggingface.co/stabilityai">View model card</a>
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<p class="cookbook-picker__status" role="status" aria-live="polite" data-cookbook-status></p>
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<noscript>
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JavaScript is needed for the guided selector. You can still browse the
<a href="../../inference/examples/examples_inference_index/">maintained inference examples</a>.
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</noscript>
Setup
The generated commands expect a local clone:
git clone https://github.com/hao-ai-lab/FastVideo.git
cd FastVideo
Use Configuration for supported Python and CLI settings, Optimizations for attention and memory tradeoffs, and the support matrix for the supported model and optimization surface.
Troubleshooting
- The example writes several PNGs under
outputs/sd35/samples/; make sure the output directory is writable. - Gated checkpoints: Stability AI models require accepting the license and
huggingface-cli login.
Evidence status
All recipes on this page are Source-backed: their commands, model IDs, and flags were validated against the checked-in FastVideo sources listed above (static validation). No runtime GPU validation is recorded for these recipes, so GPU model fit, memory use, throughput, and runtime duration are Unknown and deliberately not claimed. Runtime buttons show only the GPU counts configured in checked-in sources.