diff --git a/README.md b/README.md
index 6c66be9f2463..00f230004435 100644
--- a/README.md
+++ b/README.md
@@ -143,7 +143,7 @@ just hang out ☕.
   </tr>
   <tr>
     <td>Text-to-Image</td>
-    <td><a href="https://huggingface.co/docs/diffusers/api/pipelines/if">if</a></td>
+    <td><a href="https://huggingface.co/docs/diffusers/api/pipelines/if">DeepFloyd IF</a></td>
       <td><a href="https://huggingface.co/DeepFloyd/IF-I-XL-v1.0"> DeepFloyd/IF-I-XL-v1.0 </a></td>
   </tr>
   <tr style="border-top: 2px solid black">
@@ -153,7 +153,7 @@ just hang out ☕.
   </tr>
   <tr>
     <td>Text-guided Image-to-Image</td>
-    <td><a href="https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/pix2pix">Instruct Pix2Pix</a></td>
+    <td><a href="https://huggingface.co/docs/diffusers/api/pipelines/pix2pix">Instruct Pix2Pix</a></td>
       <td><a href="https://huggingface.co/timbrooks/instruct-pix2pix"> timbrooks/instruct-pix2pix </a></td>
   </tr>
   <tr>
diff --git a/docs/source/en/_toctree.yml b/docs/source/en/_toctree.yml
index ad1c7c0aabc2..f695dd3c1df9 100644
--- a/docs/source/en/_toctree.yml
+++ b/docs/source/en/_toctree.yml
@@ -200,8 +200,8 @@
       title: DiffEdit
     - local: api/pipelines/dit
       title: DiT
-    - local: api/pipelines/if
-      title: IF
+    - local: api/pipelines/deepfloyd_if
+      title: DeepFloyd IF 
     - local: api/pipelines/pix2pix
       title: InstructPix2Pix
     - local: api/pipelines/kandinsky
diff --git a/docs/source/en/api/pipelines/if.mdx b/docs/source/en/api/pipelines/deepfloyd_if.mdx
similarity index 99%
rename from docs/source/en/api/pipelines/if.mdx
rename to docs/source/en/api/pipelines/deepfloyd_if.mdx
index d79c7035fb75..7769b71d38dc 100644
--- a/docs/source/en/api/pipelines/if.mdx
+++ b/docs/source/en/api/pipelines/deepfloyd_if.mdx
@@ -10,7 +10,7 @@ an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express o
 specific language governing permissions and limitations under the License.
 -->
 
-# IF
+# DeepFloyd IF 
 
 ## Overview