diff --git a/pkgs/development/python-modules/tensorflow/binary-hashes.nix b/pkgs/development/python-modules/tensorflow/binary-hashes.nix
index 2a6a31b540b2..d3813066c879 100644
--- a/pkgs/development/python-modules/tensorflow/binary-hashes.nix
+++ b/pkgs/development/python-modules/tensorflow/binary-hashes.nix
@@ -1,72 +1,72 @@
 {
-  version = "2.17.0";
-  version_jetson = "2.16.1+nv24.07";
+  version = "2.18.0";
+  version_jetson = "2.16.1+nv24.08";
   x86_64-linux_39 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow_cpu-2.17.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1aacn68b88bnnmpl1q0irih0avzm2lfyhwr3wldg144n5zljlrbx";
+    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";
   };
   x86_64-linux_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow_cpu-2.17.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "0swhlncyaxdhygml1z246799lihfp72yxym845n46z4gm0s3hb86";
+    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";
   };
   x86_64-linux_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow_cpu-2.17.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "11a2i78hdlmzfkzxpr3g07n6cr2l8jmjdz5h73ipvmjkw7zq7wz7";
+    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";
   };
   x86_64-linux_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow_cpu-2.17.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "0v31jwlhbbv5aby3zlr1lk5gjwqq6y41vpf4mnwlj69jj0wlv3qw";
+    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";
   };
   x86_64-linux_39_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "0xa1brn4207c0rcilnjmadmnmyyg5zb2dfh2p43whbpbdmsfds2a";
+    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";
   };
   x86_64-linux_310_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1v5l57rqpl6i00mzx2ksvdh1dx2gfis6vhnkcl550znbskg96z0l";
+    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";
   };
   x86_64-linux_311_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "0ll55lwn6igja9xyin3ilf0v1yv5drw6y6d8vbx8zgay3dxpffc3";
+    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";
   };
   x86_64-linux_312_gpu = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl";
-    sha256 = "1977hcs0rk1z2sjh7h8497m6r1yskzgj8nya50wyskgvdbmbzmqa";
+    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";
   };
   aarch64-linux_39 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "0ird9r7s7pib89k9d66wdblkibh1n02li57a5vxbh8pdfkzprqyx";
+    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";
   };
   aarch64-linux_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "05bgybxgwwrqvxcrvlrx3wdxy03vags2pis8lp1sn85g52n86rmk";
+    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";
   };
   aarch64-linux_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "17cxqqpz1dk3iddi36c91arkanxb5xnfnsfcikhck9lglf7gk0na";
+    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";
   };
   aarch64-linux_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl";
-    sha256 = "1zrscms9qkfpiscnl8c7ibfipwpw8jrdfvwh4wb69p9rxvqgxbbj";
+    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";
   };
   aarch64-linux_310_jetson = {
-    url = "https://developer.download.nvidia.com/compute/redist/jp/v60/tensorflow/tensorflow-2.16.1+nv24.07-cp310-cp310-linux_aarch64.whl";
-    sha256 = "1ymdknl5v41z6z0wg068diici30am8vysg6b6sqxr8w6yk4aib42";
+    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/2.17.0/tensorflow-2.17.0-cp39-cp39-macosx_12_0_arm64.whl";
-    sha256 = "01a3hjnrgjp2i0ciwyy0gki41cy32prvjhr20zhlcjwbssarxy4p";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp39-cp39-macosx_12_0_arm64.whl";
+    sha256 = "0xjpi60qliql9z7wk959ag8p6l0n86jzd4k2xq7w4af1g3isqv1k";
   };
   aarch64-darwin_310 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp310-cp310-macosx_12_0_arm64.whl";
-    sha256 = "10ypfpmgppvvf3h7hl0m9i8ndjpk2n2v04jlaw907icviapfapsi";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp310-cp310-macosx_12_0_arm64.whl";
+    sha256 = "1vj04f4gzvw07mwgjrvk7sxzzyhhb0mhsn96sq0dvxm1i29hmacd";
   };
   aarch64-darwin_311 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp311-cp311-macosx_12_0_arm64.whl";
-    sha256 = "0kd62x53fzv6zcxh4bggakiczxd8ghjrjr9hn6fi7yyc4in6vlp8";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp311-cp311-macosx_12_0_arm64.whl";
+    sha256 = "1rsiz0k4caygl266az7if4vd6s8mrz5whdpv2rix4bx0703bcg25";
   };
   aarch64-darwin_312 = {
-    url = "https://storage.googleapis.com/tensorflow/versions/2.17.0/tensorflow-2.17.0-cp312-cp312-macosx_12_0_arm64.whl";
-    sha256 = "0482xdh9mj65iz4651llfznbc268yqm0j9dvx9rfii97svyb867f";
+    url = "https://storage.googleapis.com/tensorflow/versions/2.18.0/tensorflow-2.18.0-cp312-cp312-macosx_12_0_arm64.whl";
+    sha256 = "1l3i9zz37riyhwjak7sdhz3znflxawafkjz757li94y52ni36hgc";
   };
 }
diff --git a/pkgs/development/python-modules/tensorflow/prefetcher.sh b/pkgs/development/python-modules/tensorflow/prefetcher.sh
index 912977ecc42a..594e4d82ec50 100755
--- a/pkgs/development/python-modules/tensorflow/prefetcher.sh
+++ b/pkgs/development/python-modules/tensorflow/prefetcher.sh
@@ -1,10 +1,10 @@
 #!/usr/bin/env bash
 
-version="2.17.0"
-version_jetson="2.16.1+nv24.07"
+version="2.18.0"
+version_jetson="2.16.1+nv24.08"
 
 bucket="https://storage.googleapis.com/tensorflow/versions/${version}"
-bucket_jetson="https://developer.download.nvidia.com/compute/redist/jp/v60/tensorflow"
+bucket_jetson="https://developer.download.nvidia.com/compute/redist/jp/v61/tensorflow"
 
 # List of binary wheels for Tensorflow.  The most recent versions can be found
 # on the following page: