diff --git a/package/README.md b/package/README.md
index 77885e8..8e87b93 100644
--- a/package/README.md
+++ b/package/README.md
@@ -4,24 +4,21 @@ This package provides the officially recommended easy-to-use
implementation of the main things from the paper.
> [!NOTE]
->
->
-> This package VS The original implementation VS rtdl
->
-> First of all: **it is totally fine if you used prior official implementations**.
-> However, in future, it is recommended to use this package.
->
-> - The differences between this package and the original implementation
-> (the code in `bin/` and `lib/`
-> used to obtain numbers reported in the paper)
-> are rare, minor and marked with the `# NOTE[DIFF]` comments
-> in the source code of this package.
-> - Any divergence from the original implementation without the `# NOTE[DIFF]` comment
-> is considered to be a bug.
-> - The [RTDL](https://github.com/yandex-research/rtdl) *package*
-> (but not the *repository*!) is now deprecated.
->
->
+> See also: [RTDL](https://github.com/yandex-research/rtdl)
+> (other projects on tabular deep learning).
+
+
+This package VS The original implementation
+
+- The differences between this package and the original implementation
+ (the code in `bin/` and `lib/`
+ used to obtain numbers reported in the paper)
+ are rare, minor and marked with the `# NOTE[DIFF]` comments
+ in the source code of this package.
+- Any divergence from the original implementation without the `# NOTE[DIFF]` comment
+ is considered to be a bug.
+
+
---