From e310ddfd4a768b8294a52934c35e81d7b1656d25 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Danie=CC=88l=20de=20Kok?= <me@danieldk.eu>
Date: Fri, 8 Dec 2023 12:03:18 +0100
Subject: [PATCH] Add an infobox to the `TextCatReduce` section with an
 `TextCatCNN` anchor

---
 website/docs/api/architectures.mdx | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/website/docs/api/architectures.mdx b/website/docs/api/architectures.mdx
index 643d66140..1e5f50512 100644
--- a/website/docs/api/architectures.mdx
+++ b/website/docs/api/architectures.mdx
@@ -1084,6 +1084,14 @@ A classifier that pools token hidden representations of each `Doc` using first,
 max or mean reduction and then applies a classification layer. Reductions are
 concatenated when multiple reductions are used.
 
+<Infobox variant="warning" title="Relation to TextCatCNN" id="TextCatCNN">
+
+`TextCatReduce` is a generalization of the older
+[`TextCatCNN`](/api/legacy#TextCatCNN_v2) model. `TextCatCNN` always uses a mean
+reduction, whereas `TextCatReduce` also supports first/max reductions.
+
+</Infobox>
+
 | Name                | Description                                                                                                                                                                                    |
 | ------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
 | `exclusive_classes` | Whether or not categories are mutually exclusive. ~~bool~~                                                                                                                                     |