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[docs] Models - #12248

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stevhliu merged 4 commits into
huggingface:mainfrom
stevhliu:models
Sep 5, 2025
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[docs] Models#12248
stevhliu merged 4 commits into
huggingface:mainfrom
stevhliu:models

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@stevhliu

@stevhliustevhliu commented Aug 27, 2025

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Splits off the Models section from Load schedulers and models and creates a dedicated section for models to include device placement, torch dtype, AutoModel API, and saving as shards.

@HuggingFaceDocBuilderDev

HuggingFaceDocBuilderDev commented Aug 27, 2025

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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

sayakpaul
sayakpaul reviewed Aug 29, 2025
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@sayakpaulsayakpaul left a comment

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Thanks! Left some comments, LMK if they are unclear.

Comment threaddocs/source/en/using-diffusers/loading.md Outdated
| `"cuda"` | places model or pipeline on CUDA device |
| `"balanced"` | evenly distributes model or pipeline on all GPUs |
| `"auto"` | distribute model from fastest device first to slowest |
| `"cuda"` | places pipeline on CUDA device |

@sayakpaulsayakpaulAug 29, 2025

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"cuda" is just an example. If someone wants to do it for any other supported accelerator, I believe they pass it by their name 👀

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|`"cuda"`| places pipeline on CUDA device |
|`"cuda"`| places pipeline on CUDA (or supported accelerator) device |

@sayakpaulsayakpaulSep 5, 2025

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@stevhliu I don't think this was addressed.

Comment threaddocs/source/en/using-diffusers/models.md
Comment threaddocs/source/en/using-diffusers/models.md Outdated
Comment threaddocs/source/en/using-diffusers/models.md Outdated
Comment threaddocs/source/en/using-diffusers/models.md Outdated
Comment threaddocs/source/en/using-diffusers/models.md
@stevhliu
stevhliu merged commit fc337d5 into huggingface:mainSep 5, 2025
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@stevhliu
stevhliu deleted the models branch September 5, 2025 18:52
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@stevhliu@HuggingFaceDocBuilderDev@sayakpaul