diff --git a/website/docs/api/large-language-models.mdx b/website/docs/api/large-language-models.mdx
index 4bddbd44c..4d257c1c4 100644
--- a/website/docs/api/large-language-models.mdx
+++ b/website/docs/api/large-language-models.mdx
@@ -648,7 +648,7 @@ implementations can have other signatures, like
 
 ### Models via REST API {id="models-rest"}
 
-These models all take the same parameters:
+These models all take the same parameters, but note that the `config` should contain provider-specific keys and values, as it will be passed onwards to the provider's API.
 
 | Argument           | Description                                                                                                                                       |
 | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------- |