diff --git a/conda/environments/all_cuda-129_arch-aarch64.yaml b/conda/environments/all_cuda-129_arch-aarch64.yaml
index d8ce89c0af..165ea9a27e 100644
--- a/conda/environments/all_cuda-129_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-129_arch-aarch64.yaml
@@ -68,7 +68,7 @@ dependencies:
 - raft-dask==26.10.*,>=0.0.0a0
 - rapids-build-backend>=0.4.0,<0.5.0
 - rapids-dask-dependency==26.10.*,>=0.0.0a0
-- rapids-logger==0.2.*,>=0.0.0a0
+- rapids-logger==0.3.*
 - recommonmark
 - rich
 - rmm==26.10.*,>=0.0.0a0
diff --git a/conda/environments/all_cuda-129_arch-x86_64.yaml b/conda/environments/all_cuda-129_arch-x86_64.yaml
index ee4c7b9a0c..f0918b00e3 100644
--- a/conda/environments/all_cuda-129_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-129_arch-x86_64.yaml
@@ -67,7 +67,7 @@ dependencies:
 - raft-dask==26.10.*,>=0.0.0a0
 - rapids-build-backend>=0.4.0,<0.5.0
 - rapids-dask-dependency==26.10.*,>=0.0.0a0
-- rapids-logger==0.2.*,>=0.0.0a0
+- rapids-logger==0.3.*
 - recommonmark
 - rich
 - rmm==26.10.*,>=0.0.0a0
diff --git a/conda/environments/all_cuda-133_arch-aarch64.yaml b/conda/environments/all_cuda-133_arch-aarch64.yaml
index 99e961a168..da5fe87f62 100644
--- a/conda/environments/all_cuda-133_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-133_arch-aarch64.yaml
@@ -68,7 +68,7 @@ dependencies:
 - raft-dask==26.10.*,>=0.0.0a0
 - rapids-build-backend>=0.4.0,<0.5.0
 - rapids-dask-dependency==26.10.*,>=0.0.0a0
-- rapids-logger==0.2.*,>=0.0.0a0
+- rapids-logger==0.3.*
 - recommonmark
 - rich
 - rmm==26.10.*,>=0.0.0a0
diff --git a/conda/environments/all_cuda-133_arch-x86_64.yaml b/conda/environments/all_cuda-133_arch-x86_64.yaml
index 8a144ccab4..28e7dba306 100644
--- a/conda/environments/all_cuda-133_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-133_arch-x86_64.yaml
@@ -67,7 +67,7 @@ dependencies:
 - raft-dask==26.10.*,>=0.0.0a0
 - rapids-build-backend>=0.4.0,<0.5.0
 - rapids-dask-dependency==26.10.*,>=0.0.0a0
-- rapids-logger==0.2.*,>=0.0.0a0
+- rapids-logger==0.3.*
 - recommonmark
 - rich
 - rmm==26.10.*,>=0.0.0a0
diff --git a/conda/recipes/cuml/recipe.yaml b/conda/recipes/cuml/recipe.yaml
index fe1389d408..ee037fe876 100644
--- a/conda/recipes/cuml/recipe.yaml
+++ b/conda/recipes/cuml/recipe.yaml
@@ -87,7 +87,7 @@ requirements:
     - python =${{ py_abi_min }}
     - python-abi3 ${{ py_abi_min }}.*
     - rapids-build-backend >=0.4.0,<0.5.0
-    - rapids-logger =0.2
+    - rapids-logger =0.3
     - scikit-build-core>=0.11.0
     - treelite ${{ treelite_version }}
     - cuda-cudart-dev
@@ -109,7 +109,7 @@ requirements:
     - packaging
     - pylibraft =${{ minor_version }}
     - python
-    - rapids-logger =0.2
+    - rapids-logger =0.3
     - rich
     - treelite ${{ treelite_version }}
     - if: cuda_major == "12"
diff --git a/conda/recipes/libcuml/recipe.yaml b/conda/recipes/libcuml/recipe.yaml
index 4eaa85b758..97ab31f583 100644
--- a/conda/recipes/libcuml/recipe.yaml
+++ b/conda/recipes/libcuml/recipe.yaml
@@ -74,7 +74,7 @@ cache:
       - libcuvs =${{ minor_version }}
       - libraft-headers =${{ minor_version }}
       - librmm =${{ minor_version }}
-      - rapids-logger =0.2
+      - rapids-logger =0.3
       - treelite ${{ treelite_version }}
       - cuda-cudart-dev
       - libcublas-dev
@@ -104,7 +104,7 @@ outputs:
         - ${{ stdlib("c") }}
       host:
         - cuda-version =${{ cuda_version }}
-        - rapids-logger =0.2
+        - rapids-logger =0.3
         - libcuvs =${{ minor_version }}
         - libnvforest =${{ minor_version }}
         - librmm =${{ minor_version }}
@@ -125,7 +125,7 @@ outputs:
         - libcuvs =${{ minor_version }}
         - libnvforest =${{ minor_version }}
         - librmm =${{ minor_version }}
-        - rapids-logger =0.2
+        - rapids-logger =0.3
         - treelite ${{ treelite_version }}
       ignore_run_exports:
         by_name:
@@ -157,7 +157,7 @@ outputs:
         - ${{ stdlib("c") }}
       host:
         - cuda-version =${{ cuda_version }}
-        - rapids-logger =0.2
+        - rapids-logger =0.3
         - ${{ pin_subpackage("libcuml", exact=True) }}
         - cuda-cudart-dev
       run:
diff --git a/dependencies.yaml b/dependencies.yaml
index 026c7ed414..a20a5a03b8 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -1162,7 +1162,7 @@ dependencies:
     common:
       - output_types: [conda, requirements, pyproject]
         packages:
-          - rapids-logger==0.2.*,>=0.0.0a0
+          - rapids-logger==0.3.*
       - output_types: requirements
         packages:
           # pip recognizes the index as a global option for the requirements.txt file
diff --git a/python/libcuml/pyproject.toml b/python/libcuml/pyproject.toml
index e75c032d8d..8fd2f3e631 100644
--- a/python/libcuml/pyproject.toml
+++ b/python/libcuml/pyproject.toml
@@ -31,7 +31,7 @@ dependencies = [
     "libraft==26.10.*,>=0.0.0a0",
     "librmm==26.10.*,>=0.0.0a0",
     "nvidia-nvjitlink>=13.3,<14",
-    "rapids-logger==0.2.*,>=0.0.0a0",
+    "rapids-logger==0.3.*",
 ] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
 
 [project.urls]
@@ -74,5 +74,5 @@ requires = [
     "libraft==26.10.*,>=0.0.0a0",
     "librmm==26.10.*,>=0.0.0a0",
     "ninja",
-    "rapids-logger==0.2.*,>=0.0.0a0",
+    "rapids-logger==0.3.*",
 ] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.