diff --git a/pkgs/by-name/fr/frigate/package.nix b/pkgs/by-name/fr/frigate/package.nix
index 1fea83763ece..2c40adfc6276 100644
--- a/pkgs/by-name/fr/frigate/package.nix
+++ b/pkgs/by-name/fr/frigate/package.nix
@@ -10,7 +10,6 @@
   frigate,
   nixosTests,
   fetchpatch,
-  protobuf_21,
 }:
 
 let
@@ -41,7 +40,7 @@ let
       });
       onnxruntime = super.onnxruntime.override (old: {
         onnxruntime = old.onnxruntime.override (old: {
-          protobuf = protobuf_21;
+          withFullProtobuf = true;
         });
       });
     };
diff --git a/pkgs/by-name/on/onnxruntime/package.nix b/pkgs/by-name/on/onnxruntime/package.nix
index 2964c8a1ac37..9bd15499960e 100644
--- a/pkgs/by-name/on/onnxruntime/package.nix
+++ b/pkgs/by-name/on/onnxruntime/package.nix
@@ -23,6 +23,7 @@
   pythonSupport ? true,
   cudaSupport ? config.cudaSupport,
   ncclSupport ? config.cudaSupport,
+  withFullProtobuf ? false,
   cudaPackages ? { },
 }@inputs:
 
@@ -195,7 +196,7 @@ effectiveStdenv.mkDerivation rec {
     (lib.cmakeFeature "ONNX_CUSTOM_PROTOC_EXECUTABLE" (lib.getExe protobuf))
     (lib.cmakeBool "onnxruntime_BUILD_SHARED_LIB" true)
     (lib.cmakeBool "onnxruntime_BUILD_UNIT_TESTS" doCheck)
-    (lib.cmakeBool "onnxruntime_USE_FULL_PROTOBUF" false)
+    (lib.cmakeBool "onnxruntime_USE_FULL_PROTOBUF" withFullProtobuf)
     (lib.cmakeBool "onnxruntime_USE_CUDA" cudaSupport)
     (lib.cmakeBool "onnxruntime_USE_NCCL" (cudaSupport && ncclSupport))
     (lib.cmakeBool "onnxruntime_ENABLE_LTO" (!cudaSupport || cudaPackages.cudaOlder "12.8"))
diff --git a/pkgs/development/python-modules/keras/default.nix b/pkgs/development/python-modules/keras/default.nix
index 93f8a3a14784..a1aa7438c423 100644
--- a/pkgs/development/python-modules/keras/default.nix
+++ b/pkgs/development/python-modules/keras/default.nix
@@ -214,5 +214,7 @@ buildPythonPackage rec {
     changelog = "https://github.com/keras-team/keras/releases/tag/v${version}";
     license = lib.licenses.mit;
     maintainers = with lib.maintainers; [ GaetanLepage ];
+    # Not yet released for tensorflow >= 2.20.0
+    broken = lib.versionAtLeast tensorflow.version "2.20";
   };
 }
diff --git a/pkgs/development/python-modules/outlines/default.nix b/pkgs/development/python-modules/outlines/default.nix
index e9162d6bf51b..dc5721df96f6 100644
--- a/pkgs/development/python-modules/outlines/default.nix
+++ b/pkgs/development/python-modules/outlines/default.nix
@@ -95,6 +95,11 @@ buildPythonPackage rec {
     tensorflow
   ];
 
+  pytestFlagsArray = [
+    # FutureWarning: functools.partial will be a method descriptor in future Python versions; wrap it in enum.member() if you want to preserve the old behavior
+    "-Wignore::FutureWarning"
+  ];
+
   disabledTests = [
     # Try to dowload models from Hugging Face Hub
     "test_application_callable_call"
diff --git a/pkgs/development/python-modules/tensorflow/binary-hashes.nix b/pkgs/development/python-modules/tensorflow/binary-hashes.nix
index dd536885ace8..023a69666d53 100644
--- a/pkgs/development/python-modules/tensorflow/binary-hashes.nix
+++ b/pkgs/development/python-modules/tensorflow/binary-hashes.nix
@@ -1,72 +1,88 @@
 {
-  version = "2.19.0";
+  version = "2.20.0";
   version_jetson = "2.16.1+nv24.08";
   x86_64-linux_39 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow_cpu-2.19.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "13xvghhqjlq5l6gnnlkslqyk7iwy2lbhblz70pa0wrsvdiwp9k86";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "1nxmm37miz0kzq8g2zc5f9w5vaiz0m75g2q97v19f0pnpl4q1kwh";
   };
   x86_64-linux_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow_cpu-2.19.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "0lgjy7frlh5ax97pc5x2cdq560ybizjrdxms57rcx8r9x8wskrff";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "10y5s4bd1s4yk9qx71ap743l8l17axvj5lk49f4fwhq584wg4ghs";
   };
   x86_64-linux_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow_cpu-2.19.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "0l8wgqjhp0srqs4rkij881nxifdzaxkin237wfjqh8h1wdd312ck";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "1077zld9n53w72sbvzll2ic1f05liy2jrbfhnlm98vi55nz6nxfg";
   };
   x86_64-linux_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow_cpu-2.19.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1wxpgzs3d0wblvvg02267j0bw9b8j4dlfspfmp6r8hd6dk9bx78b";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "19yn5ligcazva59bgw7v6pdl2wp7xz9i9qf4jpnr9041hm0j5af7";
+  };
+  x86_64-linux_313 = {
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "1db4gipi9x05r4fbdj98p3bk6pz0zq25xi15c97ch3p1wn8pfvns";
   };
   x86_64-linux_39_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "14vgkx1wjf0jiali4lm3x8n6z29m8vdhjva4yvabzc9b1s1757w4";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "1hwfakj3b5w0lc641bqqcnxhdd47037998aqs57valzw7mc5rsqd";
   };
   x86_64-linux_310_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1s1myi67iqhjxvfvjv8pl26hxjcgya9k1r1hblh8hm0h933xdql3";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "07jr5bpvmxd3yjw3v2jd9i3jswlsfxr26604r16ka38f04x7zgbs";
   };
   x86_64-linux_311_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1r4ghr51h2bb7dj8q6wydgnvzw0f48b6kkygl6gq0yf9d9w4f1rr";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "17i2z37jrji8rk11pspmlkd8r297x3an3gj5i7g86ic21zyrj528";
   };
   x86_64-linux_312_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1xm66mwrdxrqs9i68dlahqrd5imgibcz5f3i4ksyg4yp9icjd2z2";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "1v2jkhglfrh4by86nri7zq4shi2gl920rilw3r5xbq17ql5mn9i5";
+  };
+  x86_64-linux_313_gpu = {
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
+    sha256 = "0wkklfh0ny4y4lzac540v8g745b5adyzp29bi2cmmxr606dp58sz";
   };
   aarch64-linux_39 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "121amcj78mkkvs2fclc7z669q45x4sa7x6vlzggrm09b0nr7zf4w";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
+    sha256 = "1pzbi2calx0crx8f0ff1kbibn1j5wwjbvpp9rsmqxja9j9sk7g18";
   };
   aarch64-linux_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "0p4fjsal8kfizcz456lbbqg2i35ljxhdqij7vhsfbvismqy2jf9b";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
+    sha256 = "1sms3c4mxy892gaa066nx4xa6m28rhigdav6bc9bgj7mjhyjk802";
   };
   aarch64-linux_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "1670dv3kbmxiz4v0ivmkbiiiaa1sbc2x841z6kmy03mcb3wkybf9";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
+    sha256 = "1mfflmpmywqihd1mdwcq6jnzgsv2khkf68z2dckc01fbxz46i59y";
   };
   aarch64-linux_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "020kppmgmv4hnz3dqmam01gq95s69xjn6zn6k25l08zf6fyvzx0h";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
+    sha256 = "13q71s5gjb405s48maqz4sckwx971lwj5sg1bz2gyaz2s0yzpyrb";
+  };
+  aarch64-linux_313 = {
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
+    sha256 = "09nrnffmqdfr9zy5l1li0727b02drlz4p2dlfx4ss7kzl02qxj27";
   };
   aarch64-linux_310_jetson = {
     url = "https://developer.download.nvidia.com/compute/redist/jp/v61/tensorflow/tensorflow-2.16.1+nv24.08-cp310-cp310-linux_aarch64.whl";
     sha256 = "0z18zdcjc2dingl94kivhd5cpzbvkjp9j12q57acjppp4hyd6g7f";
   };
   aarch64-darwin_39 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp39-cp39-macosx_12_0_arm64.whl";
-    sha256 = "02fb702d2wmdgrjq8jj46bp51sh1l9j4q9z231x151z2i3sdn5dd";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp39-cp39-macosx_12_0_arm64.whl";
+    sha256 = "0g3qg53l8pfna5r964s08das8jsijbg81snb8ny3z79034dvsv56";
   };
   aarch64-darwin_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp310-cp310-macosx_12_0_arm64.whl";
-    sha256 = "0d6anjqkm5vq22awxhcwivjdshnlzmby80by3icyjcihbkr08mn9";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp310-cp310-macosx_12_0_arm64.whl";
+    sha256 = "0msk3aw06q46n4ng8i5cs79r6bhmmvqcam78pdav42hkypw6kwg5";
   };
   aarch64-darwin_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp311-cp311-macosx_12_0_arm64.whl";
-    sha256 = "05f12garj6ad4vcxxpi0vihps4gh9y30bffp2qy1k36qi8kn5m38";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp311-cp311-macosx_12_0_arm64.whl";
+    sha256 = "1visqvq280k4cgmg6hwphfkq54p8kdrnnsi4baw0jp83qlb415jz";
   };
   aarch64-darwin_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp312-cp312-macosx_12_0_arm64.whl";
-    sha256 = "1bibid6mrgmjra291pmb7b5sf49f8jpi3n8x8mdwjhfmxfz1c6c2";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp312-cp312-macosx_12_0_arm64.whl";
+    sha256 = "13vcl3wcgaid8f2rdzvzmkfbdl3hhkh7qlwdy88apmrg4gq25caj";
+  };
+  aarch64-darwin_313 = {
+    url = "https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp313-cp313-macosx_12_0_arm64.whl";
+    sha256 = "19g8kk7f7ylx1y7awpc3afw7hp50sid2ka0jd9fdmh1q7dhhnzqr";
   };
 }
diff --git a/pkgs/development/python-modules/tensorflow/default.nix b/pkgs/development/python-modules/tensorflow/default.nix
index 5e6fe4326ff5..85055efe84e3 100644
--- a/pkgs/development/python-modules/tensorflow/default.nix
+++ b/pkgs/development/python-modules/tensorflow/default.nix
@@ -605,7 +605,7 @@ in
 buildPythonPackage {
   __structuredAttrs = true;
   inherit version pname format;
-  disabled = pythonAtLeast "3.12";
+  disabled = pythonAtLeast "3.13";
 
   src = bazel-build.python;
 
@@ -613,7 +613,7 @@ buildPythonPackage {
   # - Drop tensorflow-io dependency until we get it to build
   # - Relax flatbuffers and gast version requirements
   # - The purpose of python3Packages.libclang is not clear at the moment and we don't have it packaged yet
-  # - keras and tensorlow-io-gcs-filesystem will be considered as optional for now.
+  # - keras will be considered as optional for now.
   postPatch = ''
     sed -i setup.py \
       -e '/tensorflow-io-gcs-filesystem/,+1d' \
@@ -621,7 +621,6 @@ buildPythonPackage {
       -e "s/'gast[^']*',/'gast',/" \
       -e "/'libclang[^']*',/d" \
       -e "/'keras[^']*')\?,/d" \
-      -e "/'tensorflow-io-gcs-filesystem[^']*',/d" \
       -e "s/'protobuf[^']*',/'protobuf',/" \
   '';
 
diff --git a/pkgs/development/python-modules/tensorflow/prefetcher.sh b/pkgs/development/python-modules/tensorflow/prefetcher.sh
index 9bdf9bf3930e..c80ed6fe646c 100755
--- a/pkgs/development/python-modules/tensorflow/prefetcher.sh
+++ b/pkgs/development/python-modules/tensorflow/prefetcher.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-version="2.19.0"
+version="2.20.0"
 version_jetson="2.16.1+nv24.08"
 
 bucket="https://storage.googleapis.com/tensorflow/versions/${version}"
@@ -8,25 +8,29 @@ bucket_jetson="https://developer.download.nvidia.com/compute/redist/jp/v61/tenso
 
 # List of binary wheels for Tensorflow.  The most recent versions can be found
 # on the following page:
-# https://www.tensorflow.org/install/pip?lang=python3#package-location
+# https://www.tensorflow.org/install/pip?lang=python3#package_location
 url_and_key_list=(
 "x86_64-linux_39 $bucket/tensorflow_cpu-${version}-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
 "x86_64-linux_310 $bucket/tensorflow_cpu-${version}-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
 "x86_64-linux_311 $bucket/tensorflow_cpu-${version}-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
 "x86_64-linux_312 $bucket/tensorflow_cpu-${version}-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
+"x86_64-linux_313 $bucket/tensorflow_cpu-${version}-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
 "x86_64-linux_39_gpu $bucket/tensorflow-${version}-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
 "x86_64-linux_310_gpu $bucket/tensorflow-${version}-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
 "x86_64-linux_311_gpu $bucket/tensorflow-${version}-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
 "x86_64-linux_312_gpu $bucket/tensorflow-${version}-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
+"x86_64-linux_313_gpu $bucket/tensorflow-${version}-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"
 "aarch64-linux_39 $bucket/tensorflow-${version}-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"
 "aarch64-linux_310 $bucket/tensorflow-${version}-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"
 "aarch64-linux_311 $bucket/tensorflow-${version}-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"
 "aarch64-linux_312 $bucket/tensorflow-${version}-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"
+"aarch64-linux_313 $bucket/tensorflow-${version}-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"
 "aarch64-linux_310_jetson $bucket_jetson/tensorflow-${version_jetson}-cp310-cp310-linux_aarch64.whl"
 "aarch64-darwin_39 $bucket/tensorflow-${version}-cp39-cp39-macosx_12_0_arm64.whl"
 "aarch64-darwin_310 $bucket/tensorflow-${version}-cp310-cp310-macosx_12_0_arm64.whl"
 "aarch64-darwin_311 $bucket/tensorflow-${version}-cp311-cp311-macosx_12_0_arm64.whl"
 "aarch64-darwin_312 $bucket/tensorflow-${version}-cp312-cp312-macosx_12_0_arm64.whl"
+"aarch64-darwin_313 $bucket/tensorflow-${version}-cp313-cp313-macosx_12_0_arm64.whl"
 )
 
 hashfile=binary-hashes.nix
diff --git a/pkgs/development/python-modules/tf-keras/default.nix b/pkgs/development/python-modules/tf-keras/default.nix
index 4643ea82ef4c..e4dbdc919934 100644
--- a/pkgs/development/python-modules/tf-keras/default.nix
+++ b/pkgs/development/python-modules/tf-keras/default.nix
@@ -18,13 +18,13 @@
 
 buildPythonPackage rec {
   pname = "tf-keras";
-  version = "2.19.0";
+  version = "2.20.1";
   pyproject = true;
 
   src = fetchPypi {
     pname = "tf_keras";
     inherit version;
-    hash = "sha256-sJpAfYekVxzh6MqYXPxoSD49Y7JRil15qXrZLLZNvpw=";
+    hash = "sha256-iEvlk4+wsrU7FYPBritmDvhyFTd8KbW2p3/SIbRyrq8=";
   };
 
   build-system = [