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Allow directly passing text embeddings to Stable Diffusion Pipeline for prompt weighting#2071

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patrickvonplaten merged 19 commits into
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add_text_embeds_to_sd
Jan 25, 2023
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Allow directly passing text embeddings to Stable Diffusion Pipeline for prompt weighting#2071
patrickvonplaten merged 19 commits into
mainfrom
add_text_embeds_to_sd

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@patrickvonplaten

@patrickvonplaten patrickvonplaten commented Jan 23, 2023

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This PR allows to pass text_embeddings directly to the SD pipelines which should greatly help with writing pipelines such as Weight Prompting, Prompt-2-Prompt, etc...

For more details see discussion here: #1506 (comment)

As it's always the same function (self._encode_prompt), two tests for stable diffusion should be enough here IMO.

@HuggingFaceDocBuilderDev

HuggingFaceDocBuilderDev commented Jan 23, 2023

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

@patrickvonplaten patrickvonplaten changed the title add text embeds to sd Allow directly passing text embeddings to Stable Diffusion Pipeline for prompt weighting Jan 23, 2023

@pcuenca pcuenca left a comment

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I reviewed the first pipeline in depth, the comments would apply to others. I believe there's a typo in the InstructPix2PixPipeline?

Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py Outdated
Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py Outdated
Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py
Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py

@patil-suraj patil-suraj left a comment

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Looks good. I just left some nits. And as Pedro said, for InstrcutPix2Pix, we need uncond embedding concat is different from other pipelines.

Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py Outdated
Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py Outdated
Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py
Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py
Comment thread src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py
yoonseokjin pushed a commit to yoonseokjin/diffusers that referenced this pull request Dec 25, 2023
…or prompt weighting (huggingface#2071)

* add text embeds to sd

* add text embeds to sd

* finish tests

* finish

* finish

* make style

* fix tests

* make style

* make style

* up

* better docs

* fix

* fix

* new try

* up

* up

* finish
AmericanPresidentJimmyCarter pushed a commit to AmericanPresidentJimmyCarter/diffusers that referenced this pull request Apr 26, 2024
…or prompt weighting (huggingface#2071)

* add text embeds to sd

* add text embeds to sd

* finish tests

* finish

* finish

* make style

* fix tests

* make style

* make style

* up

* better docs

* fix

* fix

* new try

* up

* up

* finish
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4 participants