diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index 8c6cd922747..cb814aa8c0f 100644
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -1,5 +1,5 @@
 # =============================================================================
-# Copyright (c) 2018-2024, NVIDIA CORPORATION.
+# Copyright (c) 2018-2025, NVIDIA CORPORATION.
 #
 # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
 # in compliance with the License. You may obtain a copy of the License at
@@ -274,11 +274,8 @@ endif()
 # add third party dependencies using CPM
 rapids_cpm_init()
 
-# Not using rapids-cmake since we never want to find, always download.
-CPMAddPackage(
-  NAME rapids_logger GITHUB_REPOSITORY rapidsai/rapids-logger GIT_SHALLOW FALSE GIT_TAG
-  c510947ae9d3a67530cfe3e5eaccb5a3b8ea0e55 VERSION c510947ae9d3a67530cfe3e5eaccb5a3b8ea0e55
-)
+include(${rapids-cmake-dir}/cpm/rapids_logger.cmake)
+rapids_cpm_rapids_logger()
 rapids_make_logger(cudf EXPORT_SET cudf-exports)
 
 # find jitify
diff --git a/docs/cudf/source/user_guide/api_docs/general_functions.rst b/docs/cudf/source/user_guide/api_docs/general_functions.rst
index 38e070b0d53..5c5b5cb3b04 100644
--- a/docs/cudf/source/user_guide/api_docs/general_functions.rst
+++ b/docs/cudf/source/user_guide/api_docs/general_functions.rst
@@ -9,26 +9,26 @@ Data manipulations
 .. autosummary::
    :toctree: api/
 
-   cudf.concat
-   cudf.crosstab
-   cudf.cut
-   cudf.factorize
-   cudf.get_dummies
-   cudf.melt
-   cudf.merge
-   cudf.pivot
-   cudf.pivot_table
-   cudf.unstack
+   concat
+   crosstab
+   cut
+   factorize
+   get_dummies
+   melt
+   merge
+   pivot
+   pivot_table
+   unstack
 
 Top-level conversions
 ---------------------
 .. autosummary::
    :toctree: api/
 
-    cudf.to_numeric
-    cudf.from_dataframe
-    cudf.from_dlpack
-    cudf.from_pandas
+   to_numeric
+   from_dataframe
+   from_dlpack
+   from_pandas
 
 Top-level dealing with datetimelike data
 ----------------------------------------
@@ -36,8 +36,8 @@ Top-level dealing with datetimelike data
 .. autosummary::
    :toctree: api/
 
-    cudf.to_datetime
-    cudf.date_range
+   to_datetime
+   date_range
 
 Top-level dealing with Interval data
 ------------------------------------
@@ -45,4 +45,4 @@ Top-level dealing with Interval data
 .. autosummary::
    :toctree: api/
 
-    cudf.interval_range
+   interval_range
diff --git a/docs/cudf/source/user_guide/api_docs/io.rst b/docs/cudf/source/user_guide/api_docs/io.rst
index 417970715f8..ad8ba8a9bdf 100644
--- a/docs/cudf/source/user_guide/api_docs/io.rst
+++ b/docs/cudf/source/user_guide/api_docs/io.rst
@@ -35,10 +35,10 @@ Parquet
 
    read_parquet
    DataFrame.to_parquet
-   cudf.io.parquet.read_parquet_metadata
-   cudf.io.parquet.ParquetDatasetWriter
-   cudf.io.parquet.ParquetDatasetWriter.close
-   cudf.io.parquet.ParquetDatasetWriter.write_table
+   io.parquet.read_parquet_metadata
+   io.parquet.ParquetDatasetWriter
+   io.parquet.ParquetDatasetWriter.close
+   io.parquet.ParquetDatasetWriter.write_table
 
 
 ORC