From 75d53cc83966b4046e5a329ddf7baa6aa24f52e2 Mon Sep 17 00:00:00 2001
From: Chanran Kim <seriousran@gmail.com>
Date: Thu, 5 Jan 2023 06:59:42 +0900
Subject: [PATCH] Init for korean docs (#1910)

* init for korean docs

* edit build yml file for multi language docs

* edit one more build yml file for multi language docs

* add title for get_frontmatter error
---
 .github/workflows/build_documentation.yml     |   1 +
 .github/workflows/build_pr_documentation.yml  |   1 +
 docs/source/{ => en}/_toctree.yml             |   0
 docs/source/{ => en}/api/configuration.mdx    |   0
 .../{ => en}/api/diffusion_pipeline.mdx       |   0
 docs/source/{ => en}/api/experimental/rl.mdx  |   0
 docs/source/{ => en}/api/logging.mdx          |   0
 docs/source/{ => en}/api/models.mdx           |   0
 docs/source/{ => en}/api/outputs.mdx          |   0
 .../{ => en}/api/pipelines/alt_diffusion.mdx  |   0
 .../api/pipelines/audio_diffusion.mdx         |   0
 .../api/pipelines/cycle_diffusion.mdx         |   0
 .../api/pipelines/dance_diffusion.mdx         |   0
 docs/source/{ => en}/api/pipelines/ddim.mdx   |   0
 docs/source/{ => en}/api/pipelines/ddpm.mdx   |   0
 .../api/pipelines/latent_diffusion.mdx        |   0
 .../api/pipelines/latent_diffusion_uncond.mdx |   0
 .../{ => en}/api/pipelines/overview.mdx       |   0
 .../api/pipelines/paint_by_example.mdx        |   0
 docs/source/{ => en}/api/pipelines/pndm.mdx   |   0
 .../source/{ => en}/api/pipelines/repaint.mdx |   0
 .../{ => en}/api/pipelines/score_sde_ve.mdx   |   0
 .../pipelines/stable_diffusion/depth2img.mdx  |   0
 .../stable_diffusion/image_variation.mdx      |   0
 .../pipelines/stable_diffusion/img2img.mdx    |   0
 .../pipelines/stable_diffusion/inpaint.mdx    |   0
 .../pipelines/stable_diffusion/overview.mdx   |   0
 .../pipelines/stable_diffusion/text2img.mdx   |   0
 .../pipelines/stable_diffusion/upscale.mdx    |   0
 .../api/pipelines/stable_diffusion_2.mdx      |   0
 .../api/pipelines/stable_diffusion_safe.mdx   |   0
 .../api/pipelines/stochastic_karras_ve.mdx    |   0
 docs/source/{ => en}/api/pipelines/unclip.mdx |   0
 .../api/pipelines/versatile_diffusion.mdx     |   0
 .../{ => en}/api/pipelines/vq_diffusion.mdx   |   0
 docs/source/{ => en}/api/schedulers/ddim.mdx  |   0
 docs/source/{ => en}/api/schedulers/ddpm.mdx  |   0
 .../{ => en}/api/schedulers/dpm_discrete.mdx  |   0
 .../api/schedulers/dpm_discrete_ancestral.mdx |   0
 docs/source/{ => en}/api/schedulers/euler.mdx |   0
 .../api/schedulers/euler_ancestral.mdx        |   0
 docs/source/{ => en}/api/schedulers/heun.mdx  |   0
 docs/source/{ => en}/api/schedulers/ipndm.mdx |   0
 .../{ => en}/api/schedulers/lms_discrete.mdx  |   0
 .../api/schedulers/multistep_dpm_solver.mdx   |   0
 .../{ => en}/api/schedulers/overview.mdx      |   0
 docs/source/{ => en}/api/schedulers/pndm.mdx  |   0
 .../{ => en}/api/schedulers/repaint.mdx       |   0
 .../{ => en}/api/schedulers/score_sde_ve.mdx  |   0
 .../{ => en}/api/schedulers/score_sde_vp.mdx  |   0
 .../api/schedulers/singlestep_dpm_solver.mdx  |   0
 .../api/schedulers/stochastic_karras_ve.mdx   |   0
 .../{ => en}/api/schedulers/vq_diffusion.mdx  |   0
 .../{ => en}/conceptual/contribution.mdx      |   0
 .../source/{ => en}/conceptual/philosophy.mdx |   0
 .../{ => en}/conceptual/stable_diffusion.mdx  |   0
 docs/source/{ => en}/imgs/access_request.png  | Bin
 .../{ => en}/imgs/diffusers_library.jpg       | Bin
 docs/source/{ => en}/index.mdx                |   0
 docs/source/{ => en}/installation.mdx         |   0
 docs/source/{ => en}/optimization/fp16.mdx    |   0
 docs/source/{ => en}/optimization/habana.mdx  |   0
 docs/source/{ => en}/optimization/mps.mdx     |   0
 docs/source/{ => en}/optimization/onnx.mdx    |   0
 .../{ => en}/optimization/open_vino.mdx       |   0
 .../source/{ => en}/optimization/xformers.mdx |   0
 docs/source/{ => en}/quicktour.mdx            |   0
 docs/source/{ => en}/training/dreambooth.mdx  |   0
 docs/source/{ => en}/training/overview.mdx    |   0
 docs/source/{ => en}/training/text2image.mdx  |   0
 .../{ => en}/training/text_inversion.mdx      |   0
 .../training/unconditional_training.mdx       |   0
 .../source/{ => en}/using-diffusers/audio.mdx |   0
 .../conditional_image_generation.mdx          |   0
 .../using-diffusers/configuration.mdx         |   0
 .../using-diffusers/contribute_pipeline.mdx   |   0
 .../custom_pipeline_examples.mdx              |   0
 .../custom_pipeline_overview.mdx              |   0
 .../{ => en}/using-diffusers/depth2img.mdx    |   0
 .../{ => en}/using-diffusers/img2img.mdx      |   0
 .../{ => en}/using-diffusers/inpaint.mdx      |   0
 .../{ => en}/using-diffusers/loading.mdx      |   0
 .../using-diffusers/other-modalities.mdx      |   0
 .../using-diffusers/reusing_seeds.mdx         |   0
 docs/source/{ => en}/using-diffusers/rl.mdx   |   0
 .../{ => en}/using-diffusers/schedulers.mdx   |   0
 .../unconditional_image_generation.mdx        |   0
 docs/source/ko/_toctree.yml                   | 193 ++++++++++++++++++
 docs/source/ko/in_translation.mdx             |  16 ++
 docs/source/ko/index.mdx                      |  63 ++++++
 docs/source/ko/installation.mdx               | 142 +++++++++++++
 docs/source/ko/quicktour.mdx                  | 123 +++++++++++
 92 files changed, 539 insertions(+)
 rename docs/source/{ => en}/_toctree.yml (100%)
 rename docs/source/{ => en}/api/configuration.mdx (100%)
 rename docs/source/{ => en}/api/diffusion_pipeline.mdx (100%)
 rename docs/source/{ => en}/api/experimental/rl.mdx (100%)
 rename docs/source/{ => en}/api/logging.mdx (100%)
 rename docs/source/{ => en}/api/models.mdx (100%)
 rename docs/source/{ => en}/api/outputs.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/alt_diffusion.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/audio_diffusion.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/cycle_diffusion.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/dance_diffusion.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/ddim.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/ddpm.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/latent_diffusion.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/latent_diffusion_uncond.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/overview.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/paint_by_example.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/pndm.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/repaint.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/score_sde_ve.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion/depth2img.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion/image_variation.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion/img2img.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion/inpaint.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion/overview.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion/text2img.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion/upscale.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion_2.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stable_diffusion_safe.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/stochastic_karras_ve.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/unclip.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/versatile_diffusion.mdx (100%)
 rename docs/source/{ => en}/api/pipelines/vq_diffusion.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/ddim.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/ddpm.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/dpm_discrete.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/dpm_discrete_ancestral.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/euler.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/euler_ancestral.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/heun.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/ipndm.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/lms_discrete.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/multistep_dpm_solver.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/overview.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/pndm.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/repaint.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/score_sde_ve.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/score_sde_vp.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/singlestep_dpm_solver.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/stochastic_karras_ve.mdx (100%)
 rename docs/source/{ => en}/api/schedulers/vq_diffusion.mdx (100%)
 rename docs/source/{ => en}/conceptual/contribution.mdx (100%)
 rename docs/source/{ => en}/conceptual/philosophy.mdx (100%)
 rename docs/source/{ => en}/conceptual/stable_diffusion.mdx (100%)
 rename docs/source/{ => en}/imgs/access_request.png (100%)
 rename docs/source/{ => en}/imgs/diffusers_library.jpg (100%)
 rename docs/source/{ => en}/index.mdx (100%)
 rename docs/source/{ => en}/installation.mdx (100%)
 rename docs/source/{ => en}/optimization/fp16.mdx (100%)
 rename docs/source/{ => en}/optimization/habana.mdx (100%)
 rename docs/source/{ => en}/optimization/mps.mdx (100%)
 rename docs/source/{ => en}/optimization/onnx.mdx (100%)
 rename docs/source/{ => en}/optimization/open_vino.mdx (100%)
 rename docs/source/{ => en}/optimization/xformers.mdx (100%)
 rename docs/source/{ => en}/quicktour.mdx (100%)
 rename docs/source/{ => en}/training/dreambooth.mdx (100%)
 rename docs/source/{ => en}/training/overview.mdx (100%)
 rename docs/source/{ => en}/training/text2image.mdx (100%)
 rename docs/source/{ => en}/training/text_inversion.mdx (100%)
 rename docs/source/{ => en}/training/unconditional_training.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/audio.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/conditional_image_generation.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/configuration.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/contribute_pipeline.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/custom_pipeline_examples.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/custom_pipeline_overview.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/depth2img.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/img2img.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/inpaint.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/loading.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/other-modalities.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/reusing_seeds.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/rl.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/schedulers.mdx (100%)
 rename docs/source/{ => en}/using-diffusers/unconditional_image_generation.mdx (100%)
 create mode 100644 docs/source/ko/_toctree.yml
 create mode 100644 docs/source/ko/in_translation.mdx
 create mode 100644 docs/source/ko/index.mdx
 create mode 100644 docs/source/ko/installation.mdx
 create mode 100644 docs/source/ko/quicktour.mdx

diff --git a/.github/workflows/build_documentation.yml b/.github/workflows/build_documentation.yml
index 4e016d07d5..fef1fa63e2 100644
--- a/.github/workflows/build_documentation.yml
+++ b/.github/workflows/build_documentation.yml
@@ -13,5 +13,6 @@ jobs:
     with:
       commit_sha: ${{ github.sha }}
       package: diffusers
+      languages: en ko
     secrets:
       token: ${{ secrets.HUGGINGFACE_PUSH }}
diff --git a/.github/workflows/build_pr_documentation.yml b/.github/workflows/build_pr_documentation.yml
index d51623e735..85289c1eb7 100644
--- a/.github/workflows/build_pr_documentation.yml
+++ b/.github/workflows/build_pr_documentation.yml
@@ -14,3 +14,4 @@ jobs:
       commit_sha: ${{ github.event.pull_request.head.sha }}
       pr_number: ${{ github.event.number }}
       package: diffusers
+      languages: en ko
diff --git a/docs/source/_toctree.yml b/docs/source/en/_toctree.yml
similarity index 100%
rename from docs/source/_toctree.yml
rename to docs/source/en/_toctree.yml
diff --git a/docs/source/api/configuration.mdx b/docs/source/en/api/configuration.mdx
similarity index 100%
rename from docs/source/api/configuration.mdx
rename to docs/source/en/api/configuration.mdx
diff --git a/docs/source/api/diffusion_pipeline.mdx b/docs/source/en/api/diffusion_pipeline.mdx
similarity index 100%
rename from docs/source/api/diffusion_pipeline.mdx
rename to docs/source/en/api/diffusion_pipeline.mdx
diff --git a/docs/source/api/experimental/rl.mdx b/docs/source/en/api/experimental/rl.mdx
similarity index 100%
rename from docs/source/api/experimental/rl.mdx
rename to docs/source/en/api/experimental/rl.mdx
diff --git a/docs/source/api/logging.mdx b/docs/source/en/api/logging.mdx
similarity index 100%
rename from docs/source/api/logging.mdx
rename to docs/source/en/api/logging.mdx
diff --git a/docs/source/api/models.mdx b/docs/source/en/api/models.mdx
similarity index 100%
rename from docs/source/api/models.mdx
rename to docs/source/en/api/models.mdx
diff --git a/docs/source/api/outputs.mdx b/docs/source/en/api/outputs.mdx
similarity index 100%
rename from docs/source/api/outputs.mdx
rename to docs/source/en/api/outputs.mdx
diff --git a/docs/source/api/pipelines/alt_diffusion.mdx b/docs/source/en/api/pipelines/alt_diffusion.mdx
similarity index 100%
rename from docs/source/api/pipelines/alt_diffusion.mdx
rename to docs/source/en/api/pipelines/alt_diffusion.mdx
diff --git a/docs/source/api/pipelines/audio_diffusion.mdx b/docs/source/en/api/pipelines/audio_diffusion.mdx
similarity index 100%
rename from docs/source/api/pipelines/audio_diffusion.mdx
rename to docs/source/en/api/pipelines/audio_diffusion.mdx
diff --git a/docs/source/api/pipelines/cycle_diffusion.mdx b/docs/source/en/api/pipelines/cycle_diffusion.mdx
similarity index 100%
rename from docs/source/api/pipelines/cycle_diffusion.mdx
rename to docs/source/en/api/pipelines/cycle_diffusion.mdx
diff --git a/docs/source/api/pipelines/dance_diffusion.mdx b/docs/source/en/api/pipelines/dance_diffusion.mdx
similarity index 100%
rename from docs/source/api/pipelines/dance_diffusion.mdx
rename to docs/source/en/api/pipelines/dance_diffusion.mdx
diff --git a/docs/source/api/pipelines/ddim.mdx b/docs/source/en/api/pipelines/ddim.mdx
similarity index 100%
rename from docs/source/api/pipelines/ddim.mdx
rename to docs/source/en/api/pipelines/ddim.mdx
diff --git a/docs/source/api/pipelines/ddpm.mdx b/docs/source/en/api/pipelines/ddpm.mdx
similarity index 100%
rename from docs/source/api/pipelines/ddpm.mdx
rename to docs/source/en/api/pipelines/ddpm.mdx
diff --git a/docs/source/api/pipelines/latent_diffusion.mdx b/docs/source/en/api/pipelines/latent_diffusion.mdx
similarity index 100%
rename from docs/source/api/pipelines/latent_diffusion.mdx
rename to docs/source/en/api/pipelines/latent_diffusion.mdx
diff --git a/docs/source/api/pipelines/latent_diffusion_uncond.mdx b/docs/source/en/api/pipelines/latent_diffusion_uncond.mdx
similarity index 100%
rename from docs/source/api/pipelines/latent_diffusion_uncond.mdx
rename to docs/source/en/api/pipelines/latent_diffusion_uncond.mdx
diff --git a/docs/source/api/pipelines/overview.mdx b/docs/source/en/api/pipelines/overview.mdx
similarity index 100%
rename from docs/source/api/pipelines/overview.mdx
rename to docs/source/en/api/pipelines/overview.mdx
diff --git a/docs/source/api/pipelines/paint_by_example.mdx b/docs/source/en/api/pipelines/paint_by_example.mdx
similarity index 100%
rename from docs/source/api/pipelines/paint_by_example.mdx
rename to docs/source/en/api/pipelines/paint_by_example.mdx
diff --git a/docs/source/api/pipelines/pndm.mdx b/docs/source/en/api/pipelines/pndm.mdx
similarity index 100%
rename from docs/source/api/pipelines/pndm.mdx
rename to docs/source/en/api/pipelines/pndm.mdx
diff --git a/docs/source/api/pipelines/repaint.mdx b/docs/source/en/api/pipelines/repaint.mdx
similarity index 100%
rename from docs/source/api/pipelines/repaint.mdx
rename to docs/source/en/api/pipelines/repaint.mdx
diff --git a/docs/source/api/pipelines/score_sde_ve.mdx b/docs/source/en/api/pipelines/score_sde_ve.mdx
similarity index 100%
rename from docs/source/api/pipelines/score_sde_ve.mdx
rename to docs/source/en/api/pipelines/score_sde_ve.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion/depth2img.mdx b/docs/source/en/api/pipelines/stable_diffusion/depth2img.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion/depth2img.mdx
rename to docs/source/en/api/pipelines/stable_diffusion/depth2img.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion/image_variation.mdx b/docs/source/en/api/pipelines/stable_diffusion/image_variation.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion/image_variation.mdx
rename to docs/source/en/api/pipelines/stable_diffusion/image_variation.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion/img2img.mdx b/docs/source/en/api/pipelines/stable_diffusion/img2img.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion/img2img.mdx
rename to docs/source/en/api/pipelines/stable_diffusion/img2img.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion/inpaint.mdx b/docs/source/en/api/pipelines/stable_diffusion/inpaint.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion/inpaint.mdx
rename to docs/source/en/api/pipelines/stable_diffusion/inpaint.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion/overview.mdx b/docs/source/en/api/pipelines/stable_diffusion/overview.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion/overview.mdx
rename to docs/source/en/api/pipelines/stable_diffusion/overview.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion/text2img.mdx b/docs/source/en/api/pipelines/stable_diffusion/text2img.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion/text2img.mdx
rename to docs/source/en/api/pipelines/stable_diffusion/text2img.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion/upscale.mdx b/docs/source/en/api/pipelines/stable_diffusion/upscale.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion/upscale.mdx
rename to docs/source/en/api/pipelines/stable_diffusion/upscale.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion_2.mdx b/docs/source/en/api/pipelines/stable_diffusion_2.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion_2.mdx
rename to docs/source/en/api/pipelines/stable_diffusion_2.mdx
diff --git a/docs/source/api/pipelines/stable_diffusion_safe.mdx b/docs/source/en/api/pipelines/stable_diffusion_safe.mdx
similarity index 100%
rename from docs/source/api/pipelines/stable_diffusion_safe.mdx
rename to docs/source/en/api/pipelines/stable_diffusion_safe.mdx
diff --git a/docs/source/api/pipelines/stochastic_karras_ve.mdx b/docs/source/en/api/pipelines/stochastic_karras_ve.mdx
similarity index 100%
rename from docs/source/api/pipelines/stochastic_karras_ve.mdx
rename to docs/source/en/api/pipelines/stochastic_karras_ve.mdx
diff --git a/docs/source/api/pipelines/unclip.mdx b/docs/source/en/api/pipelines/unclip.mdx
similarity index 100%
rename from docs/source/api/pipelines/unclip.mdx
rename to docs/source/en/api/pipelines/unclip.mdx
diff --git a/docs/source/api/pipelines/versatile_diffusion.mdx b/docs/source/en/api/pipelines/versatile_diffusion.mdx
similarity index 100%
rename from docs/source/api/pipelines/versatile_diffusion.mdx
rename to docs/source/en/api/pipelines/versatile_diffusion.mdx
diff --git a/docs/source/api/pipelines/vq_diffusion.mdx b/docs/source/en/api/pipelines/vq_diffusion.mdx
similarity index 100%
rename from docs/source/api/pipelines/vq_diffusion.mdx
rename to docs/source/en/api/pipelines/vq_diffusion.mdx
diff --git a/docs/source/api/schedulers/ddim.mdx b/docs/source/en/api/schedulers/ddim.mdx
similarity index 100%
rename from docs/source/api/schedulers/ddim.mdx
rename to docs/source/en/api/schedulers/ddim.mdx
diff --git a/docs/source/api/schedulers/ddpm.mdx b/docs/source/en/api/schedulers/ddpm.mdx
similarity index 100%
rename from docs/source/api/schedulers/ddpm.mdx
rename to docs/source/en/api/schedulers/ddpm.mdx
diff --git a/docs/source/api/schedulers/dpm_discrete.mdx b/docs/source/en/api/schedulers/dpm_discrete.mdx
similarity index 100%
rename from docs/source/api/schedulers/dpm_discrete.mdx
rename to docs/source/en/api/schedulers/dpm_discrete.mdx
diff --git a/docs/source/api/schedulers/dpm_discrete_ancestral.mdx b/docs/source/en/api/schedulers/dpm_discrete_ancestral.mdx
similarity index 100%
rename from docs/source/api/schedulers/dpm_discrete_ancestral.mdx
rename to docs/source/en/api/schedulers/dpm_discrete_ancestral.mdx
diff --git a/docs/source/api/schedulers/euler.mdx b/docs/source/en/api/schedulers/euler.mdx
similarity index 100%
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diff --git a/docs/source/ko/_toctree.yml b/docs/source/ko/_toctree.yml
new file mode 100644
index 0000000000..a1c0c690eb
--- /dev/null
+++ b/docs/source/ko/_toctree.yml
@@ -0,0 +1,193 @@
+- sections:
+  - local: index
+    title: "🧨 Diffusers"
+  - local: quicktour
+    title: "훑어보기"
+  - local: installation
+    title: "설치"
+  title: "시작하기"
+- sections:
+  - sections:
+    - local: in_translation
+      title: "Loading Pipelines, Models, and Schedulers"
+    - local: in_translation
+      title: "Using different Schedulers"
+    - local: in_translation
+      title: "Configuring Pipelines, Models, and Schedulers"
+    - local: in_translation
+      title: "Loading and Adding Custom Pipelines"
+    title: "불러오기 & 허브 (번역 예정)"
+  - sections:
+    - local: in_translation
+      title: "Unconditional Image Generation"
+    - local: in_translation
+      title: "Text-to-Image Generation"
+    - local: in_translation
+      title: "Text-Guided Image-to-Image"
+    - local: in_translation
+      title: "Text-Guided Image-Inpainting"
+    - local: in_translation
+      title: "Text-Guided Depth-to-Image"
+    - local: in_translation
+      title: "Reusing seeds for deterministic generation"
+    - local: in_translation
+      title: "Community Pipelines"
+    - local: in_translation
+      title: "How to contribute a Pipeline"
+    title: "추론을 위한 파이프라인 (번역 예정)"
+  - sections:
+    - local: in_translation
+      title: "Reinforcement Learning"
+    - local: in_translation
+      title: "Audio"
+    - local: in_translation
+      title: "Other Modalities"
+    title: "Taking Diffusers Beyond Images"
+  title: "Diffusers 사용법 (번역 예정)"
+- sections:
+  - local: in_translation
+    title: "Memory and Speed"
+  - local: in_translation
+    title: "xFormers"
+  - local: in_translation
+    title: "ONNX"
+  - local: in_translation
+    title: "OpenVINO"
+  - local: in_translation
+    title: "MPS"
+  - local: in_translation
+    title: "Habana Gaudi"
+  title: "최적화/특수 하드웨어 (번역 예정)"
+- sections:
+  - local: in_translation
+    title: "Overview"
+  - local: in_translation
+    title: "Unconditional Image Generation"
+  - local: in_translation
+    title: "Textual Inversion"
+  - local: in_translation
+    title: "Dreambooth"
+  - local: in_translation
+    title: "Text-to-image fine-tuning"
+  title: "학습 (번역 예정)"
+- sections:
+  - local: in_translation
+    title: "Stable Diffusion"
+  - local: in_translation
+    title: "Philosophy"
+  - local: in_translation
+    title: "How to contribute?"
+  title: "개념 설명 (번역 예정)"
+- sections:
+  - sections:
+    - local: in_translation
+      title: "Models"
+    - local: in_translation
+      title: "Diffusion Pipeline"
+    - local: in_translation
+      title: "Logging"
+    - local: in_translation
+      title: "Configuration"
+    - local: in_translation
+      title: "Outputs"
+    title: "Main Classes"
+    
+  - sections:
+    - local: in_translation
+      title: "Overview"
+    - local: in_translation
+      title: "AltDiffusion"
+    - local: in_translation
+      title: "Cycle Diffusion"
+    - local: in_translation
+      title: "DDIM"
+    - local: in_translation
+      title: "DDPM"
+    - local: in_translation
+      title: "Latent Diffusion"
+    - local: in_translation
+      title: "Unconditional Latent Diffusion"
+    - local: in_translation
+      title: "PaintByExample"
+    - local: in_translation
+      title: "PNDM"
+    - local: in_translation
+      title: "Score SDE VE"
+    - sections:
+      - local: in_translation
+        title: "Overview"
+      - local: in_translation
+        title: "Text-to-Image"
+      - local: in_translation
+        title: "Image-to-Image"
+      - local: in_translation
+        title: "Inpaint"
+      - local: in_translation
+        title: "Depth-to-Image"
+      - local: in_translation
+        title: "Image-Variation"  
+      - local: in_translation
+        title: "Super-Resolution"  
+      title: "Stable Diffusion"
+    - local: in_translation
+      title: "Stable Diffusion 2"
+    - local: in_translation
+      title: "Safe Stable Diffusion"
+    - local: in_translation
+      title: "Stochastic Karras VE"
+    - local: in_translation
+      title: "Dance Diffusion"
+    - local: in_translation
+      title: "UnCLIP"
+    - local: in_translation
+      title: "Versatile Diffusion"
+    - local: in_translation
+      title: "VQ Diffusion"
+    - local: in_translation
+      title: "RePaint"
+    - local: in_translation
+      title: "Audio Diffusion"
+    title: "파이프라인 (번역 예정)"
+  - sections:
+    - local: in_translation
+      title: "Overview"
+    - local: in_translation
+      title: "DDIM"
+    - local: in_translation
+      title: "DDPM"
+    - local: in_translation
+      title: "Singlestep DPM-Solver"
+    - local: in_translation
+      title: "Multistep DPM-Solver"
+    - local: in_translation
+      title: "Heun Scheduler"
+    - local: in_translation
+      title: "DPM Discrete Scheduler"
+    - local: in_translation
+      title: "DPM Discrete Scheduler with ancestral sampling"
+    - local: in_translation
+      title: "Stochastic Kerras VE"
+    - local: in_translation
+      title: "Linear Multistep"
+    - local: in_translation
+      title: "PNDM"
+    - local: in_translation
+      title: "VE-SDE"
+    - local: in_translation
+      title: "IPNDM"
+    - local: in_translation
+      title: "VP-SDE"
+    - local: in_translation
+      title: "Euler scheduler"
+    - local: in_translation
+      title: "Euler Ancestral Scheduler"
+    - local: in_translation
+      title: "VQDiffusionScheduler"
+    - local: in_translation
+      title: "RePaint Scheduler"      
+    title: "스케줄러 (번역 예정)"
+  - sections:
+    - local: in_translation
+      title: "RL Planning"
+    title: "Experimental Features"
+  title: "API (번역 예정)"
diff --git a/docs/source/ko/in_translation.mdx b/docs/source/ko/in_translation.mdx
new file mode 100644
index 0000000000..9ed1bdc3ac
--- /dev/null
+++ b/docs/source/ko/in_translation.mdx
@@ -0,0 +1,16 @@
+<!--Copyright 2022 The HuggingFace Team. All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
+an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
+-->
+
+# 번역중
+
+열심히 번역을 진행중입니다. 조금만 기다려주세요.
+감사합니다!
\ No newline at end of file
diff --git a/docs/source/ko/index.mdx b/docs/source/ko/index.mdx
new file mode 100644
index 0000000000..ab81f94ff9
--- /dev/null
+++ b/docs/source/ko/index.mdx
@@ -0,0 +1,63 @@
+<!--Copyright 2022 The HuggingFace Team. All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
+an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
+-->
+
+<p align="center">
+    <br>
+    <img src="https://raw.githubusercontent.com/huggingface/diffusers/77aadfee6a891ab9fcfb780f87c693f7a5beeb8e/docs/source/imgs/diffusers_library.jpg" width="400"/>
+    <br>
+</p>
+
+# 🧨 Diffusers
+
+🤗 Diffusers는 사전학습된 비전 및 오디오 확산 모델을 제공하고, 추론 및 학습을 위한 모듈식 도구 상자 역할을 합니다.
+
+보다 정확하게, 🤗 Diffusers는 다음을 제공합니다:
+
+- 단 몇 줄의 코드로 추론을 실행할 수 있는 최신 확산 파이프라인을 제공합니다. ([**Using Diffusers**](./using-diffusers/conditional_image_generation)를 살펴보세요) 지원되는 모든 파이프라인과 해당 논문에 대한 개요를 보려면 [**Pipelines**](#pipelines)을 살펴보세요.
+- 추론에서 속도 vs 품질의 절충을 위해 상호교환적으로 사용할 수 있는 다양한 노이즈 스케줄러를 제공합니다. 자세한 내용은 [**Schedulers**](./api/schedulers/overview)를 참고하세요.
+- UNet과 같은 여러 유형의 모델을 end-to-end 확산 시스템의 구성 요소로 사용할 수 있습니다. 자세한 내용은 [**Models**](./api/models)을 참고하세요.
+- 가장 인기있는 확산 모델 테스크를 학습하는 방법을 보여주는 예제들을 제공합니다. 자세한 내용은 [**Training**](./training/overview)를 참고하세요.
+
+## 🧨 Diffusers 파이프라인
+
+다음 표에는 공시적으로 지원되는 모든 파이프라인, 관련 논문, 직접 사용해 볼 수 있는 Colab 노트북(사용 가능한 경우)이 요약되어 있습니다.
+
+| Pipeline | Paper | Tasks | Colab
+|---|---|:---:|:---:|
+| [alt_diffusion](./api/pipelines/alt_diffusion) | [**AltDiffusion**](https://arxiv.org/abs/2211.06679) | Image-to-Image Text-Guided Generation |
+| [audio_diffusion](./api/pipelines/audio_diffusion) | [**Audio Diffusion**](https://github.com/teticio/audio-diffusion.git) | Unconditional Audio Generation | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/teticio/audio-diffusion/blob/master/notebooks/audio_diffusion_pipeline.ipynb)
+| [cycle_diffusion](./api/pipelines/cycle_diffusion) | [**Cycle Diffusion**](https://arxiv.org/abs/2210.05559) | Image-to-Image Text-Guided Generation |
+| [dance_diffusion](./api/pipelines/dance_diffusion) | [**Dance Diffusion**](https://github.com/williamberman/diffusers.git) | Unconditional Audio Generation |
+| [ddpm](./api/pipelines/ddpm) | [**Denoising Diffusion Probabilistic Models**](https://arxiv.org/abs/2006.11239) | Unconditional Image Generation |
+| [ddim](./api/pipelines/ddim) | [**Denoising Diffusion Implicit Models**](https://arxiv.org/abs/2010.02502) | Unconditional Image Generation |
+| [latent_diffusion](./api/pipelines/latent_diffusion) | [**High-Resolution Image Synthesis with Latent Diffusion Models**](https://arxiv.org/abs/2112.10752)| Text-to-Image Generation | 
+| [latent_diffusion](./api/pipelines/latent_diffusion) | [**High-Resolution Image Synthesis with Latent Diffusion Models**](https://arxiv.org/abs/2112.10752)| Super Resolution Image-to-Image | 
+| [latent_diffusion_uncond](./api/pipelines/latent_diffusion_uncond) | [**High-Resolution Image Synthesis with Latent Diffusion Models**](https://arxiv.org/abs/2112.10752) | Unconditional Image Generation | 
+| [paint_by_example](./api/pipelines/paint_by_example) | [**Paint by Example: Exemplar-based Image Editing with Diffusion Models**](https://arxiv.org/abs/2211.13227) | Image-Guided Image Inpainting | 
+| [pndm](./api/pipelines/pndm) | [**Pseudo Numerical Methods for Diffusion Models on Manifolds**](https://arxiv.org/abs/2202.09778) | Unconditional Image Generation | 
+| [score_sde_ve](./api/pipelines/score_sde_ve) | [**Score-Based Generative Modeling through Stochastic Differential Equations**](https://openreview.net/forum?id=PxTIG12RRHS) | Unconditional Image Generation | 
+| [score_sde_vp](./api/pipelines/score_sde_vp) | [**Score-Based Generative Modeling through Stochastic Differential Equations**](https://openreview.net/forum?id=PxTIG12RRHS) | Unconditional Image Generation | 
+| [stable_diffusion](./api/pipelines/stable_diffusion/text2img) | [**Stable Diffusion**](https://stability.ai/blog/stable-diffusion-public-release) | Text-to-Image Generation | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/training_example.ipynb)
+| [stable_diffusion](./api/pipelines/stable_diffusion/img2img) | [**Stable Diffusion**](https://stability.ai/blog/stable-diffusion-public-release) | Image-to-Image Text-Guided Generation | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/image_2_image_using_diffusers.ipynb)
+| [stable_diffusion](./api/pipelines/stable_diffusion/inpaint) | [**Stable Diffusion**](https://stability.ai/blog/stable-diffusion-public-release) | Text-Guided Image Inpainting | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/in_painting_with_stable_diffusion_using_diffusers.ipynb)
+| [stable_diffusion_2](./api/pipelines/stable_diffusion_2) | [**Stable Diffusion 2**](https://stability.ai/blog/stable-diffusion-v2-release) | Text-to-Image Generation | 
+| [stable_diffusion_2](./api/pipelines/stable_diffusion_2) | [**Stable Diffusion 2**](https://stability.ai/blog/stable-diffusion-v2-release) | Text-Guided Image Inpainting | 
+| [stable_diffusion_2](./api/pipelines/stable_diffusion_2) | [**Stable Diffusion 2**](https://stability.ai/blog/stable-diffusion-v2-release) | Text-Guided Super Resolution Image-to-Image |
+| [stable_diffusion_safe](./api/pipelines/stable_diffusion_safe) | [**Safe Stable Diffusion**](https://arxiv.org/abs/2211.05105) | Text-Guided Generation | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ml-research/safe-latent-diffusion/blob/main/examples/Safe%20Latent%20Diffusion.ipynb)
+| [stochastic_karras_ve](./api/pipelines/stochastic_karras_ve) | [**Elucidating the Design Space of Diffusion-Based Generative Models**](https://arxiv.org/abs/2206.00364) | Unconditional Image Generation | 
+| [unclip](./api/pipelines/unclip) | [Hierarchical Text-Conditional Image Generation with CLIP Latents](https://arxiv.org/abs/2204.06125) | Text-to-Image Generation |
+| [versatile_diffusion](./api/pipelines/versatile_diffusion) | [Versatile Diffusion: Text, Images and Variations All in One Diffusion Model](https://arxiv.org/abs/2211.08332) | Text-to-Image Generation | 
+| [versatile_diffusion](./api/pipelines/versatile_diffusion) | [Versatile Diffusion: Text, Images and Variations All in One Diffusion Model](https://arxiv.org/abs/2211.08332) | Image Variations Generation | 
+| [versatile_diffusion](./api/pipelines/versatile_diffusion) | [Versatile Diffusion: Text, Images and Variations All in One Diffusion Model](https://arxiv.org/abs/2211.08332) | Dual Image and Text Guided Generation | 
+| [vq_diffusion](./api/pipelines/vq_diffusion) | [Vector Quantized Diffusion Model for Text-to-Image Synthesis](https://arxiv.org/abs/2111.14822) | Text-to-Image Generation | 
+
+**참고**: 파이프라인은 해당 문서에 설명된 대로 확산 시스템을 사용한 방법에 대한 간단한 예입니다.
diff --git a/docs/source/ko/installation.mdx b/docs/source/ko/installation.mdx
new file mode 100644
index 0000000000..20d0e08237
--- /dev/null
+++ b/docs/source/ko/installation.mdx
@@ -0,0 +1,142 @@
+<!--Copyright 2022 The HuggingFace Team. All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
+an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
+-->
+
+# 설치
+
+사용하시는 라이브러리에 맞는 🤗 Diffusers를 설치하세요.
+
+🤗 Diffusers는 Python 3.7+, PyTorch 1.7.0+ 및 flax에서 테스트되었습니다. 사용중인 딥러닝 라이브러리에 대한 아래의 설치 안내를 따르세요.
+
+- [PyTorch 설치 안내](https://pytorch.org/get-started/locally/)
+- [Flax 설치 안내](https://flax.readthedocs.io/en/latest/)
+
+## pip를 이용한 설치
+
+[가상 환경](https://docs.python.org/3/library/venv.html)에 🤗 Diffusers를 설치해야 합니다.
+Python 가상 환경에 익숙하지 않은 경우 [가상환경 pip 설치 가이드](https://packaging.python.org/guides/installing-using-pip-and-virtual-environments/)를 살펴보세요.
+가상 환경을 사용하면 서로 다른 프로젝트를 더 쉽게 관리하고, 종속성간의 호환성 문제를 피할 수 있습니다.
+
+프로젝트 디렉토리에 가상 환경을 생성하는 것으로 시작하세요:
+
+```bash
+python -m venv .env
+```
+
+그리고 가상 환경을 활성화합니다:
+
+```bash
+source .env/bin/activate
+```
+
+이제 다음의 명령어로 🤗 Diffusers를 설치할 준비가 되었습니다:
+
+**PyTorch의 경우**
+
+```bash
+pip install diffusers["torch"]
+```
+
+**Flax의 경우**
+
+```bash
+pip install diffusers["flax"]
+```
+
+## 소스로부터 설치
+
+소스에서 `diffusers`를 설치하기 전에, `torch` 및 `accelerate`이 설치되어 있는지 확인하세요.
+
+`torch` 설치에 대해서는 [torch docs](https://pytorch.org/get-started/locally/#start-locally)를 참고하세요.
+
+다음과 같이 `accelerate`을 설치하세요.
+
+```bash
+pip install accelerate
+```
+
+다음 명령어를 사용하여 소스에서 🤗 Diffusers를 설치하세요:
+
+```bash
+pip install git+https://github.com/huggingface/diffusers
+```
+
+이 명령어는 최신 `stable` 버전이 아닌 최첨단 `main` 버전을 설치합니다.
+`main` 버전은 최신 개발 정보를 최신 상태로 유지하는 데 유용합니다.
+예를 들어 마지막 공식 릴리즈 이후 버그가 수정되었지만, 새 릴리즈가 아직 출시되지 않은 경우입니다.
+그러나 이는 `main` 버전이 항상 안정적이지 않을 수 있음을 의미합니다.
+우리는 `main` 버전이 지속적으로 작동하도록 노력하고 있으며, 대부분의 문제는 보통 몇 시간 또는 하루 안에 해결됩니다.
+문제가 발생하면 더 빨리 해결할 수 있도록 [Issue](https://github.com/huggingface/transformers/issues)를 열어주세요!
+
+
+## 편집가능한 설치
+
+다음을 수행하려면 편집가능한 설치가 필요합니다:
+
+* 소스 코드의 `main` 버전을 사용
+* 🤗 Diffusers에 기여 (코드의 변경 사항을 테스트하기 위해 필요)
+
+저장소를 복제하고 다음 명령어를 사용하여 🤗 Diffusers를 설치합니다:
+
+```bash
+git clone https://github.com/huggingface/diffusers.git
+cd diffusers
+```
+
+**PyTorch의 경우**
+
+```
+pip install -e ".[torch]"
+```
+
+**Flax의 경우**
+
+```
+pip install -e ".[flax]"
+```
+
+이러한 명령어들은 저장소를 복제한 폴더와 Python 라이브러리 경로를 연결합니다.
+Python은 이제 일반 라이브러리 경로에 더하여 복제한 폴더 내부를 살펴봅니다.
+예를들어 Python 패키지가 `~/anaconda3/envs/main/lib/python3.7/site-packages/`에 설치되어 있는 경우 Python은 복제한 폴더인 `~/diffusers/`도 검색합니다.
+
+<Tip warning={true}>
+
+라이브러리를 계속 사용하려면 `diffusers` 폴더를 유지해야 합니다.
+
+</Tip>
+
+이제 다음 명령어를 사용하여 최신 버전의 🤗 Diffusers로 쉽게 업데이트할 수 있습니다:
+
+```bash
+cd ~/diffusers/
+git pull
+```
+
+이렇게 하면, 다음에 실행할 때 Python 환경이 🤗 Diffusers의 `main` 버전을 찾게 됩니다.
+
+## 텔레메트리 로깅에 대한 알림
+
+우리 라이브러리는 `from_pretrained()` 요청 중에 텔레메트리 정보를 원격으로 수집합니다.
+이 데이터에는 Diffusers 및 PyTorch/Flax의 버전, 요청된 모델 또는 파이프라인 클래스, 그리고 허브에서 호스팅되는 경우 사전학습된 체크포인트에 대한 경로를 포함합니다.
+이 사용 데이터는 문제를 디버깅하고 새로운 기능의 우선순위를 지정하는데 도움이 됩니다.
+텔레메트리는 HuggingFace 허브에서 모델과 파이프라인을 불러올 때만 전송되며, 로컬 사용 중에는 수집되지 않습니다.
+
+우리는 추가 정보를 공유하지 않기를 원하는 사람이 있다는 것을 이해하고 개인 정보를 존중하므로, 터미널에서 `DISABLE_TELEMETRY` 환경 변수를 설정하여 텔레메트리 수집을 비활성화할 수 있습니다.
+
+Linux/MacOS에서:
+```bash
+export DISABLE_TELEMETRY=YES
+```
+
+Windows에서:
+```bash
+set DISABLE_TELEMETRY=YES
+```
\ No newline at end of file
diff --git a/docs/source/ko/quicktour.mdx b/docs/source/ko/quicktour.mdx
new file mode 100644
index 0000000000..2ba4e99970
--- /dev/null
+++ b/docs/source/ko/quicktour.mdx
@@ -0,0 +1,123 @@
+<!--Copyright 2022 The HuggingFace Team. All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
+an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
+-->
+
+# 훑어보기
+
+🧨 Diffusers로 빠르게 시작하고 실행하세요!
+이 훑어보기는 여러분이 개발자, 일반사용자 상관없이 시작하는 데 도움을 주며, 추론을 위해 [`DiffusionPipeline`] 사용하는 방법을 보여줍니다.
+
+시작하기에 앞서서, 필요한 모든 라이브러리가 설치되어 있는지 확인하세요:
+
+```bash
+pip install --upgrade diffusers accelerate transformers
+```
+
+- [`accelerate`](https://huggingface.co/docs/accelerate/index)은 추론 및 학습을 위한 모델 불러오기 속도를 높입니다.
+- [`transformers`](https://huggingface.co/docs/transformers/index)는 [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/overview)과 같이 가장 널리 사용되는 확산 모델을 실행하기 위해 필요합니다.
+
+## DiffusionPipeline
+
+[`DiffusionPipeline`]은 추론을 위해 사전학습된 확산 시스템을 사용하는 가장 쉬운 방법입니다. 다양한 양식의 많은 작업에 [`DiffusionPipeline`]을 바로 사용할 수 있습니다. 지원되는 작업은 아래의 표를 참고하세요:
+
+| **Task**                     | **Description**                                                                                              | **Pipeline**
+|------------------------------|--------------------------------------------------------------------------------------------------------------|-----------------|
+| Unconditional Image Generation          | 가우시안 노이즈에서 이미지 생성 | [unconditional_image_generation](./using-diffusers/unconditional_image_generation`) |
+| Text-Guided Image Generation | 텍스트 프롬프트로 이미지 생성 | [conditional_image_generation](./using-diffusers/conditional_image_generation) |
+| Text-Guided Image-to-Image Translation     | 텍스트 프롬프트에 따라 이미지 조정 | [img2img](./using-diffusers/img2img) |
+| Text-Guided Image-Inpainting          | 마스크 및 텍스트 프롬프트가 주어진 이미지의 마스킹된 부분을 채우기 | [inpaint](./using-diffusers/inpaint) |
+| Text-Guided Depth-to-Image Translation | 깊이 추정을 통해 구조를 유지하면서 텍스트 프롬프트에 따라 이미지의 일부를 조정 | [depth2image](./using-diffusers/depth2image) |
+
+확산 파이프라인이 다양한 작업에 대해 어떻게 작동하는지는 [**Using Diffusers**](./using-diffusers/overview)를 참고하세요.
+
+예를들어, [`DiffusionPipeline`] 인스턴스를 생성하여 시작하고, 다운로드하려는 파이프라인 체크포인트를 지정합니다.
+모든 [Diffusers' checkpoint](https://huggingface.co/models?library=diffusers&sort=downloads)에 대해 [`DiffusionPipeline`]을 사용할 수 있습니다.
+하지만, 이 가이드에서는 [Stable Diffusion](https://huggingface.co/CompVis/stable-diffusion)을 사용하여 text-to-image를 하는데 [`DiffusionPipeline`]을 사용합니다.
+
+[Stable Diffusion](https://huggingface.co/CompVis/stable-diffusion) 기반 모델을 실행하기 전에 [license](https://huggingface.co/spaces/CompVis/stable-diffusion-license)를 주의 깊게 읽으세요.
+이는 모델의 향상된 이미지 생성 기능과 이것으로 생성될 수 있는 유해한 콘텐츠 때문입니다. 선택한 Stable Diffusion 모델(*예*: [`runwayml/stable-diffusion-v1-5`](https://huggingface.co/runwayml/stable-diffusion-v1-5))로 이동하여 라이센스를 읽으세요.
+
+다음과 같이 모델을 로드할 수 있습니다:
+
+```python
+>>> from diffusers import DiffusionPipeline
+
+>>> pipeline = DiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5")
+```
+
+[`DiffusionPipeline`]은 모든 모델링, 토큰화 및 스케줄링 구성요소를 다운로드하고 캐시합니다.
+모델은 약 14억개의 매개변수로 구성되어 있으므로 GPU에서 실행하는 것이 좋습니다.
+PyTorch에서와 마찬가지로 생성기 객체를 GPU로 옮길 수 있습니다.
+
+```python
+>>> pipeline.to("cuda")
+```
+
+이제 `pipeline`을 사용할 수 있습니다:
+
+```python
+>>> image = pipeline("An image of a squirrel in Picasso style").images[0]
+```
+
+출력은 기본적으로 [PIL Image object](https://pillow.readthedocs.io/en/stable/reference/Image.html?highlight=image#the-image-class)로 래핑됩니다.
+
+다음과 같이 함수를 호출하여 이미지를 저장할 수 있습니다:
+
+```python
+>>> image.save("image_of_squirrel_painting.png")
+```
+
+**참고**: 다음을 통해 가중치를 다운로드하여 로컬에서 파이프라인을 사용할 수도 있습니다:
+
+```
+git lfs install
+git clone https://huggingface.co/runwayml/stable-diffusion-v1-5
+```
+
+그리고 저장된 가중치를 파이프라인에 불러옵니다.
+
+```python
+>>> pipeline = DiffusionPipeline.from_pretrained("./stable-diffusion-v1-5")
+```
+
+파이프라인 실행은 동일한 모델 아키텍처이므로 위의 코드와 동일합니다.
+
+```python
+>>> generator.to("cuda")
+>>> image = generator("An image of a squirrel in Picasso style").images[0]
+>>> image.save("image_of_squirrel_painting.png")
+```
+
+확산 시스템은 각각 장점이 있는 여러 다른 [schedulers](./api/schedulers/overview)와 함께 사용할 수 있습니다. 기본적으로 Stable Diffusion은 `PNDMScheduler`로 실행되지만 다른 스케줄러를 사용하는 방법은 매우 간단합니다. *예* [`EulerDiscreteScheduler`] 스케줄러를 사용하려는 경우, 다음과 같이 사용할 수 있습니다:
+
+```python
+>>> from diffusers import EulerDiscreteScheduler
+
+>>> pipeline = StableDiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5")
+
+>>> # change scheduler to Euler
+>>> pipeline.scheduler = EulerDiscreteScheduler.from_config(pipeline.scheduler.config)
+```
+
+스케줄러 변경 방법에 대한 자세한 내용은 [Using Schedulers](./using-diffusers/schedulers) 가이드를 참고하세요.
+
+[Stability AI's](https://stability.ai/)의 Stable Diffusion 모델은 인상적인 이미지 생성 모델이며 텍스트에서 이미지를 생성하는 것보다 훨씬 더 많은 작업을 수행할 수 있습니다. 우리는 Stable Diffusion만을 위한 전체 문서 페이지를 제공합니다 [link](./conceptual/stable_diffusion).
+
+만약 더 적은 메모리, 더 높은 추론 속도, Mac과 같은 특정 하드웨어 또는 ONNX 런타임에서 실행되도록 Stable Diffusion을 최적화하는 방법을 알고 싶다면 최적화 페이지를 살펴보세요:
+
+- [Optimized PyTorch on GPU](./optimization/fp16)
+- [Mac OS with PyTorch](./optimization/mps)
+- [ONNX](./optimization/onnx)
+- [OpenVINO](./optimization/open_vino)
+
+확산 모델을 미세조정하거나 학습시키려면, [**training section**](./training/overview)을 살펴보세요.
+
+마지막으로, 생성된 이미지를 공개적으로 배포할 때 신중을 기해 주세요 🤗.
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