Document sequential CPU offload method on Stable Diffusion pipeline

[piEsposito]

Changes:

• Adds docstring to StableDiffusionPipeline.enable_sequential_cpu_offload
• Adds docs to StableDiffusionPipeline.enable_sequential_cpu_offload on https://github.com/huggingface/diffusers/blob/main/docs/source/optimization/fp16.mdx

@patrickvonplaten as discussed in #850 (comment) and here #850 (comment) , I've just documented the sequential CPU offloading feature for Stable Diffusion Pipelines.

[HuggingFaceDocBuilderDev]

The documentation is not available anymore as the PR was closed or merged.

[patrickvonplaten]

Super nice PR thanks a lot !

If you want we could tweet about this - happy to promote something if you want (or tweet from our side)

[piEsposito]

@patrickvonplaten you folks from HF can tweet about this if you want, I think letting people know they can use Stable Diffusion on less powerful setups would be great.

I don't have a Twitter though, and just knowing I helped democratize Stable Diffusion a bit further is enough for me.

[patrickvonplaten]

BTW, we're still missing this doc page: https://huggingface.co/docs/diffusers/using-diffusers/loading . Could be a nice opportunity to showcase the:

from_pretrained(..., device_map="auto")

if you want :-)

Here also a related issue:
#968

(just in case, you're interested in contributing some more)

[piEsposito]

BTW, we're still missing this doc page: https://huggingface.co/docs/diffusers/using-diffusers/loading . Could be a nice opportunity to showcase the:

from_pretrained(..., device_map="auto")

if you want :-)

Here also a related issue: #968

(just in case, you're interested in contributing some more)

@patrickvonplaten I'm all about contributing to diffusers and making the life of Stable Diffusion users easier, will try to work on that on the coming days.

[patrickvonplaten]

Super tweeted it out here: https://twitter.com/PatrickPlaten/status/1585678494763257861

[piEsposito]

@patrickvonplaten than you for that. Now even my mom can run it on my old gaming laptopts haha.