diff --git a/docs/source/en/api/pipelines/alt_diffusion.md b/docs/source/en/api/pipelines/alt_diffusion.md
index ed8db52f9a51..a8bd115db450 100644
--- a/docs/source/en/api/pipelines/alt_diffusion.md
+++ b/docs/source/en/api/pipelines/alt_diffusion.md
@@ -24,7 +24,7 @@ The abstract from the paper is:
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/attend_and_excite.md b/docs/source/en/api/pipelines/attend_and_excite.md
index ee205b8b283f..b61e24823e46 100644
--- a/docs/source/en/api/pipelines/attend_and_excite.md
+++ b/docs/source/en/api/pipelines/attend_and_excite.md
@@ -22,7 +22,7 @@ You can find additional information about Attend-and-Excite on the [project page
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/audio_diffusion.md b/docs/source/en/api/pipelines/audio_diffusion.md
index cc52c70a8e9e..5a90689b4a7b 100644
--- a/docs/source/en/api/pipelines/audio_diffusion.md
+++ b/docs/source/en/api/pipelines/audio_diffusion.md
@@ -18,7 +18,7 @@ The original codebase, training scripts and example notebooks can be found at [t
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/audioldm.md b/docs/source/en/api/pipelines/audioldm.md
index 47dcc7212f3c..f3e625fcbf21 100644
--- a/docs/source/en/api/pipelines/audioldm.md
+++ b/docs/source/en/api/pipelines/audioldm.md
@@ -37,7 +37,7 @@ During inference:
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/audioldm2.md b/docs/source/en/api/pipelines/audioldm2.md
index e4b2221b2eb5..3d0c332653f8 100644
--- a/docs/source/en/api/pipelines/audioldm2.md
+++ b/docs/source/en/api/pipelines/audioldm2.md
@@ -70,9 +70,7 @@ The following example demonstrates how to construct good music generation using
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between
-scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines)
-section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/blip_diffusion.md b/docs/source/en/api/pipelines/blip_diffusion.md
index 698e1f05fd7e..490287a224eb 100644
--- a/docs/source/en/api/pipelines/blip_diffusion.md
+++ b/docs/source/en/api/pipelines/blip_diffusion.md
@@ -13,7 +13,7 @@ The original codebase can be found at [salesforce/LAVIS](https://github.com/sale
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/controlnet.md b/docs/source/en/api/pipelines/controlnet.md
index bc313b603ae8..5604c0cd1a2d 100644
--- a/docs/source/en/api/pipelines/controlnet.md
+++ b/docs/source/en/api/pipelines/controlnet.md
@@ -26,7 +26,7 @@ The original codebase can be found at [lllyasviel/ControlNet](https://github.com
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/controlnet_sdxl.md b/docs/source/en/api/pipelines/controlnet_sdxl.md
index ee567dd0b97f..e517a56046ed 100644
--- a/docs/source/en/api/pipelines/controlnet_sdxl.md
+++ b/docs/source/en/api/pipelines/controlnet_sdxl.md
@@ -32,7 +32,7 @@ If you don't see a checkpoint you're interested in, you can train your own SDXL
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/cycle_diffusion.md b/docs/source/en/api/pipelines/cycle_diffusion.md
index 3ff0d768879a..99f7fb9b518d 100644
--- a/docs/source/en/api/pipelines/cycle_diffusion.md
+++ b/docs/source/en/api/pipelines/cycle_diffusion.md
@@ -20,7 +20,7 @@ The abstract from the paper is:
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/dance_diffusion.md b/docs/source/en/api/pipelines/dance_diffusion.md
index 1510454d178f..94e6e7bd797a 100644
--- a/docs/source/en/api/pipelines/dance_diffusion.md
+++ b/docs/source/en/api/pipelines/dance_diffusion.md
@@ -20,7 +20,7 @@ The original codebase of this implementation can be found at [Harmonai-org](http
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/ddpm.md b/docs/source/en/api/pipelines/ddpm.md
index 3efa603d1cae..c12fbcf088df 100644
--- a/docs/source/en/api/pipelines/ddpm.md
+++ b/docs/source/en/api/pipelines/ddpm.md
@@ -22,7 +22,7 @@ The original codebase can be found at [hohonathanho/diffusion](https://github.co
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/dit.md b/docs/source/en/api/pipelines/dit.md
index 8f3a8df88c4a..147d3ccbcab2 100644
--- a/docs/source/en/api/pipelines/dit.md
+++ b/docs/source/en/api/pipelines/dit.md
@@ -22,7 +22,7 @@ The original codebase can be found at [facebookresearch/dit](https://github.com/
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/latent_diffusion.md b/docs/source/en/api/pipelines/latent_diffusion.md
index e0398dbe0468..8fed7d335407 100644
--- a/docs/source/en/api/pipelines/latent_diffusion.md
+++ b/docs/source/en/api/pipelines/latent_diffusion.md
@@ -22,7 +22,7 @@ The original codebase can be found at [Compvis/latent-diffusion](https://github.
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/latent_diffusion_uncond.md b/docs/source/en/api/pipelines/latent_diffusion_uncond.md
index 8555d631d43c..54835c2115b9 100644
--- a/docs/source/en/api/pipelines/latent_diffusion_uncond.md
+++ b/docs/source/en/api/pipelines/latent_diffusion_uncond.md
@@ -22,7 +22,7 @@ The original codebase can be found at [CompVis/latent-diffusion](https://github.
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/model_editing.md b/docs/source/en/api/pipelines/model_editing.md
index 4aa8a1d83fe4..32f24ebc088f 100644
--- a/docs/source/en/api/pipelines/model_editing.md
+++ b/docs/source/en/api/pipelines/model_editing.md
@@ -22,7 +22,7 @@ You can find additional information about model editing on the [project page](ht
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/musicldm.md b/docs/source/en/api/pipelines/musicldm.md
index cdf0ced01f46..0936b306cd85 100644
--- a/docs/source/en/api/pipelines/musicldm.md
+++ b/docs/source/en/api/pipelines/musicldm.md
@@ -45,9 +45,7 @@ During inference:
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between
-scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines)
-section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/paint_by_example.md b/docs/source/en/api/pipelines/paint_by_example.md
index ec7172060926..a6d3c255e3dd 100644
--- a/docs/source/en/api/pipelines/paint_by_example.md
+++ b/docs/source/en/api/pipelines/paint_by_example.md
@@ -26,7 +26,7 @@ PaintByExample is supported by the official [Fantasy-Studio/Paint-by-Example](ht
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/panorama.md b/docs/source/en/api/pipelines/panorama.md
index a0ad0d326188..4ad5624a44c7 100644
--- a/docs/source/en/api/pipelines/panorama.md
+++ b/docs/source/en/api/pipelines/panorama.md
@@ -44,7 +44,7 @@ But with circular padding, the right and the left parts are matching (`circular_
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/paradigms.md b/docs/source/en/api/pipelines/paradigms.md
index a56c02e70af3..4606b1f53eb6 100644
--- a/docs/source/en/api/pipelines/paradigms.md
+++ b/docs/source/en/api/pipelines/paradigms.md
@@ -41,7 +41,7 @@ in parallel on multiple GPUs. But [`StableDiffusionParadigmsPipeline`] is design
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/pix2pix.md b/docs/source/en/api/pipelines/pix2pix.md
index 4b03c211b97a..4fd76cfb56c2 100644
--- a/docs/source/en/api/pipelines/pix2pix.md
+++ b/docs/source/en/api/pipelines/pix2pix.md
@@ -22,7 +22,7 @@ You can find additional information about InstructPix2Pix on the [project page](
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/pndm.md b/docs/source/en/api/pipelines/pndm.md
index 0cb4799b3c81..96b1fc0f99d3 100644
--- a/docs/source/en/api/pipelines/pndm.md
+++ b/docs/source/en/api/pipelines/pndm.md
@@ -22,7 +22,7 @@ The original codebase can be found at [luping-liu/PNDM](https://github.com/lupin
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/repaint.md b/docs/source/en/api/pipelines/repaint.md
index 9529893c354b..1be69a3f9a46 100644
--- a/docs/source/en/api/pipelines/repaint.md
+++ b/docs/source/en/api/pipelines/repaint.md
@@ -23,7 +23,7 @@ The original codebase can be found at [andreas128/RePaint](https://github.com/an
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/score_sde_ve.md b/docs/source/en/api/pipelines/score_sde_ve.md
index 4d95e6ec9e4a..374e93557506 100644
--- a/docs/source/en/api/pipelines/score_sde_ve.md
+++ b/docs/source/en/api/pipelines/score_sde_ve.md
@@ -22,7 +22,7 @@ The original codebase can be found at [yang-song/score_sde_pytorch](https://gith
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/self_attention_guidance.md b/docs/source/en/api/pipelines/self_attention_guidance.md
index 854505f18202..3b18fec39bf8 100644
--- a/docs/source/en/api/pipelines/self_attention_guidance.md
+++ b/docs/source/en/api/pipelines/self_attention_guidance.md
@@ -22,7 +22,7 @@ You can find additional information about Self-Attention Guidance on the [projec
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/semantic_stable_diffusion.md b/docs/source/en/api/pipelines/semantic_stable_diffusion.md
index 2edd2d5fa1ab..cb02cc3c34d0 100644
--- a/docs/source/en/api/pipelines/semantic_stable_diffusion.md
+++ b/docs/source/en/api/pipelines/semantic_stable_diffusion.md
@@ -21,7 +21,7 @@ The abstract from the paper is:
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/shap_e.md b/docs/source/en/api/pipelines/shap_e.md
index d9d1ba78f1f0..80f303b07887 100644
--- a/docs/source/en/api/pipelines/shap_e.md
+++ b/docs/source/en/api/pipelines/shap_e.md
@@ -19,7 +19,7 @@ The original codebase can be found at [openai/shap-e](https://github.com/openai/
-See the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+See the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/spectrogram_diffusion.md b/docs/source/en/api/pipelines/spectrogram_diffusion.md
index 70c64ca5c904..54c3745d48cc 100644
--- a/docs/source/en/api/pipelines/spectrogram_diffusion.md
+++ b/docs/source/en/api/pipelines/spectrogram_diffusion.md
@@ -24,7 +24,7 @@ As depicted above the model takes as input a MIDI file and tokenizes it into a s
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/stochastic_karras_ve.md b/docs/source/en/api/pipelines/stochastic_karras_ve.md
index 6dee2d382e3b..3db24e80ca94 100644
--- a/docs/source/en/api/pipelines/stochastic_karras_ve.md
+++ b/docs/source/en/api/pipelines/stochastic_karras_ve.md
@@ -20,7 +20,7 @@ The abstract from the paper:
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/unclip.md b/docs/source/en/api/pipelines/unclip.md
index 8e6977b01fdf..74258b7f7026 100644
--- a/docs/source/en/api/pipelines/unclip.md
+++ b/docs/source/en/api/pipelines/unclip.md
@@ -19,7 +19,7 @@ You can find lucidrains DALL-E 2 recreation at [lucidrains/DALLE2-pytorch](https
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/versatile_diffusion.md b/docs/source/en/api/pipelines/versatile_diffusion.md
index 721e7b0246dc..1ddde1393157 100644
--- a/docs/source/en/api/pipelines/versatile_diffusion.md
+++ b/docs/source/en/api/pipelines/versatile_diffusion.md
@@ -31,7 +31,7 @@ You can load the more memory intensive "all-in-one" [`VersatileDiffusionPipeline
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
diff --git a/docs/source/en/api/pipelines/vq_diffusion.md b/docs/source/en/api/pipelines/vq_diffusion.md
index 5441d1d579ff..f2b0db716123 100644
--- a/docs/source/en/api/pipelines/vq_diffusion.md
+++ b/docs/source/en/api/pipelines/vq_diffusion.md
@@ -22,7 +22,7 @@ The original codebase can be found at [microsoft/VQ-Diffusion](https://github.co
-Make sure to check out the Schedulers [guide](/using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](/using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.
+Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers) to learn how to explore the tradeoff between scheduler speed and quality, and see the [reuse components across pipelines](../../using-diffusers/loading#reuse-components-across-pipelines) section to learn how to efficiently load the same components into multiple pipelines.