diff --git a/docs/api-inference/_toctree.yml b/docs/api-inference/_toctree.yml
index f19c04503..389135433 100644
--- a/docs/api-inference/_toctree.yml
+++ b/docs/api-inference/_toctree.yml
@@ -14,43 +14,51 @@
   - local: parameters
     title: Parameters
   - sections:
-    - local: tasks/audio-classification
-      title: Audio Classification
-    - local: tasks/automatic-speech-recognition
-      title: Automatic Speech Recognition
-    - local: tasks/chat-completion
-      title: Chat Completion
-    - local: tasks/feature-extraction
-      title: Feature Extraction
-    - local: tasks/fill-mask
-      title: Fill Mask
-    - local: tasks/image-classification
-      title: Image Classification
-    - local: tasks/image-segmentation
-      title: Image Segmentation
-    - local: tasks/image-to-image
-      title: Image to Image
-    - local: tasks/image-text-to-text
-      title: Image-Text to Text
-    - local: tasks/object-detection
-      title: Object Detection
-    - local: tasks/question-answering
-      title: Question Answering
-    - local: tasks/summarization
-      title: Summarization
-    - local: tasks/table-question-answering
-      title: Table Question Answering
-    - local: tasks/text-classification
-      title: Text Classification
-    - local: tasks/text-generation
-      title: Text Generation
-    - local: tasks/text-to-image
-      title: Text to Image
-    - local: tasks/token-classification
-      title: Token Classification
-    - local: tasks/translation
-      title: Translation
-    - local: tasks/zero-shot-classification
-      title: Zero Shot Classification
+    - title: Audio
+      sections:
+        - local: tasks/audio-classification
+          title: Audio Classification
+    - title: Computer Vision
+      sections:
+        - local: tasks/image-classification
+          title: Image Classification
+        - local: tasks/image-segmentation
+          title: Image Segmentation
+        - local: tasks/object-detection
+          title: Object Detection
+    - title: Multimodal
+      sections:
+        - local: tasks/automatic-speech-recognition
+          title: Automatic Speech Recognition
+        - local: tasks/image-to-image
+          title: Image to Image
+        - local: tasks/table-question-answering
+          title: Table Question Answering
+        - local: tasks/image-text-to-text
+          title: Image-Text to Text
+        - local: tasks/text-to-image
+          title: Text to Image
+    - title: Natural Language
+      sections:
+        - local: tasks/chat-completion
+          title: Chat Completion
+        - local: tasks/feature-extraction
+          title: Feature Extraction
+        - local: tasks/fill-mask
+          title: Fill Mask
+        - local: tasks/question-answering
+          title: Question Answering
+        - local: tasks/summarization
+          title: Summarization
+        - local: tasks/text-classification
+          title: Text Classification
+        - local: tasks/text-generation
+          title: Text Generation
+        - local: tasks/token-classification
+          title: Token Classification
+        - local: tasks/translation
+          title: Translation
+        - local: tasks/zero-shot-classification
+          title: Zero Shot Classification
     title: Detailed Task Parameters
   title: API Reference
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