diff --git a/sdks/python/apache_beam/examples/inference/anomaly_detection/anomaly_detection_pipeline/setup.py b/sdks/python/apache_beam/examples/inference/anomaly_detection/anomaly_detection_pipeline/setup.py
index a415648cdf99..c75f3feadccd 100644
--- a/sdks/python/apache_beam/examples/inference/anomaly_detection/anomaly_detection_pipeline/setup.py
+++ b/sdks/python/apache_beam/examples/inference/anomaly_detection/anomaly_detection_pipeline/setup.py
@@ -32,7 +32,7 @@
     "apache-beam[gcp]==2.41.0",
     "hdbscan==0.8.28",
     "scikit-learn==1.7.1",
-    "transformers==4.36.0",
+    "transformers==5.3.0",
     "torch==1.13.1",
     "pandas==1.3.5",
     "yagmail==0.15.283",
diff --git a/sdks/python/apache_beam/examples/inference/large_language_modeling/requirements.txt b/sdks/python/apache_beam/examples/inference/large_language_modeling/requirements.txt
index 2f57e7d1e6a8..73a4072a8653 100644
--- a/sdks/python/apache_beam/examples/inference/large_language_modeling/requirements.txt
+++ b/sdks/python/apache_beam/examples/inference/large_language_modeling/requirements.txt
@@ -17,5 +17,5 @@
 # under the License
 
 torch==2.7.1
-transformers==4.53.0
+transformers==5.3.0
 sentencepiece==0.2.1
diff --git a/sdks/python/apache_beam/examples/inference/online_clustering/clustering_pipeline/setup.py b/sdks/python/apache_beam/examples/inference/online_clustering/clustering_pipeline/setup.py
index 572763492f41..02e7c0457a1a 100644
--- a/sdks/python/apache_beam/examples/inference/online_clustering/clustering_pipeline/setup.py
+++ b/sdks/python/apache_beam/examples/inference/online_clustering/clustering_pipeline/setup.py
@@ -28,7 +28,7 @@
 
 REQUIREMENTS = [
     "apache-beam[gcp]==2.40.0",
-    "transformers==4.38.0",
+    "transformers==5.3.0",
     "torch==1.13.1",
     "scikit-learn==1.0.2",
 ]
diff --git a/sdks/python/apache_beam/examples/inference/runinference_metrics/setup.py b/sdks/python/apache_beam/examples/inference/runinference_metrics/setup.py
index fd2c07cc4e1b..14cc70065f10 100644
--- a/sdks/python/apache_beam/examples/inference/runinference_metrics/setup.py
+++ b/sdks/python/apache_beam/examples/inference/runinference_metrics/setup.py
@@ -29,7 +29,7 @@
 from setuptools import find_packages
 
 REQUIREMENTS = [
-    "apache-beam[gcp]==2.41.0", "transformers==4.38.0", "torch==1.13.1"
+    "apache-beam[gcp]==2.41.0", "transformers==5.3.0", "torch==1.13.1"
 ]
 
 setuptools.setup(
diff --git a/sdks/python/apache_beam/ml/inference/huggingface_tests_requirements.txt b/sdks/python/apache_beam/ml/inference/huggingface_tests_requirements.txt
index 9b9e9bdd55f1..21ca12987093 100644
--- a/sdks/python/apache_beam/ml/inference/huggingface_tests_requirements.txt
+++ b/sdks/python/apache_beam/ml/inference/huggingface_tests_requirements.txt
@@ -16,5 +16,5 @@
 #
 
 torch>=1.7.1
-transformers==4.53.0
+transformers==5.3.0
 tensorflow>=2.12.0
\ No newline at end of file
diff --git a/sdks/python/apache_beam/ml/inference/torch_tests_requirements.txt b/sdks/python/apache_beam/ml/inference/torch_tests_requirements.txt
index df6273038f1a..940f68c01375 100644
--- a/sdks/python/apache_beam/ml/inference/torch_tests_requirements.txt
+++ b/sdks/python/apache_beam/ml/inference/torch_tests_requirements.txt
@@ -18,5 +18,5 @@
 torch>=1.7.1
 torchvision>=0.8.2
 pillow>=8.0.0
-transformers>=4.18.0
+transformers>=5.3.0
 google-cloud-monitoring>=2.27.0
\ No newline at end of file
diff --git a/sdks/python/apache_beam/ml/inference/vllm_tests_requirements.txt b/sdks/python/apache_beam/ml/inference/vllm_tests_requirements.txt
index ad5877edbec5..16195a6810bb 100644
--- a/sdks/python/apache_beam/ml/inference/vllm_tests_requirements.txt
+++ b/sdks/python/apache_beam/ml/inference/vllm_tests_requirements.txt
@@ -17,7 +17,7 @@
 torch>=1.7.1
 torchvision>=0.8.2
 pillow>=8.0.0
-transformers==4.57.1
+transformers==5.3.0
 sentencepiece==0.2.1
 google-cloud-monitoring>=2.27.0
 openai>=1.52.2
diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index 7ad86d13b506..1168acd42c62 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -45,7 +45,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -216,7 +216,7 @@ tokenizers==0.21.4
 tomli==2.4.1
 torch==2.8.0+cpu
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.3.0
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
diff --git a/sdks/python/container/ml/py310/gpu_image_requirements.txt b/sdks/python/container/ml/py310/gpu_image_requirements.txt
index dbad9196b561..7aa60af41683 100644
--- a/sdks/python/container/ml/py310/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py310/gpu_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
@@ -51,7 +51,7 @@ cloud-sql-python-connector==1.20.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==46.0.5
+cryptography==48.0.1
 cuda-bindings==12.9.4
 cuda-pathfinder==1.4.2
 cupy-cuda12x==14.0.1
@@ -163,13 +163,13 @@ mmh3==5.2.1
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
-msgpack==1.1.2
+msgpack==1.2.1
 msgspec==0.20.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.4.2
 ninja==1.13.0
-nltk==3.9.3
+nltk==3.9.4
 numba==0.61.2
 numpy==2.2.6
 nvidia-cublas-cu12==12.6.4.1
@@ -226,7 +226,7 @@ pycountry==26.2.16
 pycparser==3.0
 pydantic==2.12.5
 pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
+pydantic-settings==2.14.2
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
@@ -291,7 +291,7 @@ torch==2.7.1
 torchaudio==2.7.1
 torchvision==0.22.1
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.3.0
 triton==3.3.1
 typer==0.24.1
 typing-inspection==0.4.2
@@ -302,7 +302,7 @@ urllib3==2.6.3
 uvicorn==0.41.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
-vllm==0.10.1.1
+vllm==0.24.0
 watchfiles==1.1.1
 websockets==16.0
 Werkzeug==3.1.6
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 4fe9cd55aaff..eb23080ec83c 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -44,7 +44,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -214,7 +214,7 @@ threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.3.0
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index 17fe5025f09b..55d6c8690ad3 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
@@ -50,7 +50,7 @@ cloud-sql-python-connector==1.20.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==46.0.5
+cryptography==48.0.1
 cuda-bindings==12.9.4
 cuda-pathfinder==1.4.2
 cupy-cuda12x==14.0.1
@@ -162,13 +162,13 @@ mmh3==5.2.1
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
-msgpack==1.1.2
+msgpack==1.2.1
 msgspec==0.20.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
 ninja==1.13.0
-nltk==3.9.3
+nltk==3.9.4
 numba==0.61.2
 numpy==2.2.6
 nvidia-cublas-cu12==12.6.4.1
@@ -225,7 +225,7 @@ pycountry==26.2.16
 pycparser==3.0
 pydantic==2.12.5
 pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
+pydantic-settings==2.14.2
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
@@ -289,7 +289,7 @@ torch==2.7.1
 torchaudio==2.7.1
 torchvision==0.22.1
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.3.0
 triton==3.3.1
 typer==0.24.1
 typing-inspection==0.4.2
@@ -300,7 +300,7 @@ urllib3==2.6.3
 uvicorn==0.41.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
-vllm==0.10.1.1
+vllm==0.24.0
 watchfiles==1.1.1
 websockets==16.0
 Werkzeug==3.1.6
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index c72558f8acd9..84f45b6e6237 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -43,7 +43,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -211,7 +211,7 @@ threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.3.0
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index 632ba689e3ee..3be57ff318ea 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
@@ -49,7 +49,7 @@ cloud-sql-python-connector==1.20.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==46.0.5
+cryptography==48.0.1
 cuda-bindings==12.9.4
 cuda-pathfinder==1.4.2
 cupy-cuda12x==14.0.1
@@ -161,7 +161,7 @@ mmh3==5.2.1
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
-msgpack==1.1.2
+msgpack==1.2.1
 msgspec==0.20.0
 multidict==6.7.1
 namex==0.1.0
@@ -224,7 +224,7 @@ pycountry==26.2.16
 pycparser==3.0
 pydantic==2.12.5
 pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
+pydantic-settings==2.14.2
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
@@ -288,7 +288,7 @@ torch==2.7.1
 torchaudio==2.7.1
 torchvision==0.22.1
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.3.0
 triton==3.3.1
 typer==0.24.1
 typing-inspection==0.4.2
@@ -299,7 +299,7 @@ urllib3==2.6.3
 uvicorn==0.41.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
-vllm==0.10.1.1
+vllm==0.24.0
 watchfiles==1.1.1
 websockets==16.0
 Werkzeug==3.1.6
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index b92d500a4339..47adb9e81585 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -43,7 +43,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -210,7 +210,7 @@ threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.3.0
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index 1712f0f36806..358e59108a32 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -43,7 +43,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index bfc365e80dc8..e29baf736270 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -42,7 +42,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index 356392c82b56..15d16ab331f4 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -41,7 +41,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index 7859cc82569d..cc44c20c86cc 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -41,7 +41,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
diff --git a/sdks/python/container/py314/base_image_requirements.txt b/sdks/python/container/py314/base_image_requirements.txt
index 63d26a6b15e3..e50a19bb70ac 100644
--- a/sdks/python/container/py314/base_image_requirements.txt
+++ b/sdks/python/container/py314/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.14.1
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -41,7 +41,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==48.0.1
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0