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Add an infobox to the TextCatReduce section with an TextCatCNN anchor

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Daniël de Kok 2023-12-08 12:03:18 +01:00
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commit e310ddfd4a
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website/docs/api/architectures.mdx
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@ -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~~ |