hao-ai-lab-FastVideo/docs/cookbook/stable-diffusion.md

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Stable Diffusion recipes

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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.

Inference live Distillation planned Fine-tuning planned Training planned Evaluation planned Optimization planned Deployment planned

Builder Setup Troubleshooting Evidence

Pick a recipe and runtime

Start with the result you want, then choose one of the runtimes FastVideo actually maintains for it.

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    <p class="cookbook-hardware-note">Exact device and memory details appear only when a recorded run supports them.</p>

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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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      <a data-cookbook-source href="../../inference/examples/basic/">Open example source</a>
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    <a href="../../inference/examples/examples_inference_index/">maintained inference examples</a>.
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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.