📝 Update doc with more descriptive title and filename for "IF" section (

huggingface#4049)

* 📝 Update doc with more descriptive title and filename for "IF" section

Updated the documentation to provide a more descriptive title and filename for the "IF" section. Previously, having only "IF" as the title was not conveying a clear meaning. By renaming the section to "DeepFloyd IF," we provide users with a more informative and context-specific heading.

Thanks! 🙌

* 📝 Update name for "IF" section in 📝 Update name for "IF" section in README

Updated the link and name for the "IF" section in the README file to reflect the new heading "DeepFloyd IF."

* 📝 Fix broken link for "Instruct Pix2Pix" section in README

Fixed the broken link for the "Instruct Pix2Pix" section in the README file. Previously, the link was pointing to an incorrect location due to the presence of "stable_diffusion" in the URL. By removing "stable_diffusion" from the URL, I have corrected the error and ensured that users are directed to the correct section.

* 🔧💼 Updated parameters in _toctree.yml file

- ✏️ Updated 'local' parameter to 'api/pipelines/deepfloyd_if'.
- ✏️ Updated 'title' parameter to 'DeepFloyd IF'.

🎯 These changes aim to improve visibility and accessibility in the documentation of the DeepFloyd IF pipeline. 🚀📚

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>
@@ -158,7 +158,7 @@ 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>

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

docs/source/en/api/pipelines/if.mdx → 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