diff --git a/pkgs/development/python-modules/tensorflow/binary-hashes.nix b/pkgs/development/python-modules/tensorflow/binary-hashes.nix
index d3813066c879..dd536885ace8 100644
--- a/pkgs/development/python-modules/tensorflow/binary-hashes.nix
+++ b/pkgs/development/python-modules/tensorflow/binary-hashes.nix
@@ -1,72 +1,72 @@
 {
-  version = "2.18.0";
+  version = "2.19.0";
   version_jetson = "2.16.1+nv24.08";
   x86_64-linux_39 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow_cpu-2.18.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1b60b3lx7kf5jbh6md3hx9fx99jzcjvghsvnas6lypr1wcmi7p62";
+    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";
   };
   x86_64-linux_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow_cpu-2.18.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1whqqmf405q8mlg6plvh5sbvpwd4m2lv228knwwpsc2avrpld64z";
+    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";
   };
   x86_64-linux_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow_cpu-2.18.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "0zkgjdm075xzbng7lcry64vqb75rnf21yh2kr8fmisk0d5s737h8";
+    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";
   };
   x86_64-linux_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow_cpu-2.18.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "14dqf075nqw7zci4a9grqsskyn4b2l7anh9ddqyidr15s4d45g9r";
+    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";
   };
   x86_64-linux_39_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "157bv97pqrp7fpf75p5qji609r17g6vw2y3kxr44gcvm1hlzg8dd";
+    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";
   };
   x86_64-linux_310_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "029ppxdm7m43hq17p1bxrj4dcz6929skrcni4qkl96fna2p7zdqy";
+    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";
   };
   x86_64-linux_311_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "0xirxjhwg7zyr0dzglk3r3bzkq84p3mrwlmbcv7by01nz9qdvf3h";
+    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";
   };
   x86_64-linux_312_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "11k2gj0ibz9m35l673r12zk7w991ssfm53fp7ll68h06gvm6bpdz";
+    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";
   };
   aarch64-linux_39 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "0khcq43fy799x69ii8nkhyvq8m71vafdiknhn8ambyg89l9k5zdw";
+    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";
   };
   aarch64-linux_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "0lv3knwpvs47q36lz4vx55z6fmvpm56dlipry2d2xaywkgxl54sq";
+    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";
   };
   aarch64-linux_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "0j0bs0yqfgw5cnvgajs0sn6lbq6i7h4qcbmm2yqjklznk8vfgwc5";
+    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";
   };
   aarch64-linux_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "1xd1yh7sxivv597scb54xhn3bhfgj7qzxr8gbz1akn2r6m5r08j8";
+    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";
   };
   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/2.18.0/tensorflow-2.18.0-cp39-cp39-macosx_12_0_arm64.whl";
-    sha256 = "0xjpi60qliql9z7wk959ag8p6l0n86jzd4k2xq7w4af1g3isqv1k";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp39-cp39-macosx_12_0_arm64.whl";
+    sha256 = "02fb702d2wmdgrjq8jj46bp51sh1l9j4q9z231x151z2i3sdn5dd";
   };
   aarch64-darwin_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp310-cp310-macosx_12_0_arm64.whl";
-    sha256 = "1vj04f4gzvw07mwgjrvk7sxzzyhhb0mhsn96sq0dvxm1i29hmacd";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp310-cp310-macosx_12_0_arm64.whl";
+    sha256 = "0d6anjqkm5vq22awxhcwivjdshnlzmby80by3icyjcihbkr08mn9";
   };
   aarch64-darwin_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp311-cp311-macosx_12_0_arm64.whl";
-    sha256 = "1rsiz0k4caygl266az7if4vd6s8mrz5whdpv2rix4bx0703bcg25";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp311-cp311-macosx_12_0_arm64.whl";
+    sha256 = "05f12garj6ad4vcxxpi0vihps4gh9y30bffp2qy1k36qi8kn5m38";
   };
   aarch64-darwin_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp312-cp312-macosx_12_0_arm64.whl";
-    sha256 = "1l3i9zz37riyhwjak7sdhz3znflxawafkjz757li94y52ni36hgc";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.19.0/tensorflow-2.19.0-cp312-cp312-macosx_12_0_arm64.whl";
+    sha256 = "1bibid6mrgmjra291pmb7b5sf49f8jpi3n8x8mdwjhfmxfz1c6c2";
   };
 }
diff --git a/pkgs/development/python-modules/tensorflow/prefetcher.sh b/pkgs/development/python-modules/tensorflow/prefetcher.sh
index 594e4d82ec50..9bdf9bf3930e 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="2.18.0"
+version="2.19.0"
 version_jetson="2.16.1+nv24.08"
 
 bucket="https://storage.googleapis.com/tensorflow/versions/${version}"
diff --git a/pkgs/development/python-modules/tf-keras/default.nix b/pkgs/development/python-modules/tf-keras/default.nix
index 202aaea145d8..ff99b3cf5966 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 = "2.18.0";
+  version = "2.19.0";
   pyproject = true;
 
   src = fetchPypi {
     pname = "tf_keras";
     inherit version;
-    hash = "sha256-6/dEUZsyKv6tMwhqKrqHIkVHMpSv/UCXNpTz63x6130=";
+    hash = "sha256-sJpAfYekVxzh6MqYXPxoSD49Y7JRil15qXrZLLZNvpw=";
   };
 
   build-system = [