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change to 2024

remove omegaconf 👋

[`Docs`] Fix typos, update, and add visualizations at Using Diffusers' Pipelines for Inference Page (#5649)

* Fix typos, update, add visualizations

* Update sdxl.md

* Update controlnet.md

* Update docs/source/en/using-diffusers/shap-e.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/using-diffusers/shap-e.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update diffedit.md

* Update kandinsky.md

* Update sdxl.md

* Update controlnet.md

* Update docs/source/en/using-diffusers/controlnet.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/using-diffusers/controlnet.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update controlnet.md

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Add Copyright info

* Fix typos, improve, update

* Update deepfloyd_if.md

* Update ldm3d_diffusion.md

* Update opt_overview.md

fix: StableDiffusionXLImg2ImgPipeline creation in sdxl tutorial

* [SDXL, Docs] Textual inversion

* Update docs/source/en/using-diffusers/sdxl.md

* finish

* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* add size warning

* feedback

* first draft

* reorg toctree

* note about minsdxl

* feedback

* fix

* micro-conditionings

* add tip

* fix section levels

* d'oh fix pipeline names

* feedback

* remove old section