diff --git a/pkgs/development/python-modules/paddlepaddle/binary-hashes.nix b/pkgs/development/python-modules/paddlepaddle/binary-hashes.nix
index 5c3c66dddd9a..2b205f662d5b 100644
--- a/pkgs/development/python-modules/paddlepaddle/binary-hashes.nix
+++ b/pkgs/development/python-modules/paddlepaddle/binary-hashes.nix
@@ -2,26 +2,33 @@
   x86_64-linux = {
     platform = "manylinux1_x86_64";
     cpu = {
-      cp39 = "sha256-Yu/FWoMhYp+behAth/jH0FKlf2LJr8TyvL9MBwmuews=";
-      cp310 = "sha256-O7d/5LY2dEMf5gW5WrN3xzIIEi2vT0RWoMeVOk5lATk=";
+      cp312 = "sha256-gafFsQFQsHUh0c0Ukdyh+3b/YhsU2xDomdlZ86d5Neo=";
+      cp313 = "sha256-j8SGXv02Vu6ZQkEkeSy4imQhUbTVkafW1KXGr9rpWVk=";
     };
     gpu = {
-      cp39 = "sha256-XHREY27jc+BrVyCJgpMvPVOFiKgPwuiNXPXO3biMLnc=";
-      cp310 = "sha256-oTEBa26o5g6ruuTBgUljjDqign5fXmCn0EnL/0mv+ao=";
+      cp311 = "sha256-KWlGhjg9k1+wlm3Tk/mvMqh9LWZ0yGA1g99bCPlFf0U=";
+      cp312 = "sha256-KJ2drJWLuwdaYsCj7egh1nQV4j35vT+UgH0qTdxoyHk=";
+    };
+  };
+  aarch64-linux = {
+    platform = "manylinux2014_aarch64";
+    cpu = {
+      cp312 = "sha256-3aqZaosKANvkJp2iHWUFKHfsNpOiLswHucraPs0RaIY=";
+      cp313 = "sha256-u8TVc7NdJKJi4C1yaW6A9bSu5B9phnGvlXTe6xqD5vc=";
     };
   };
   x86_64-darwin = {
     platform = "macosx_10_9_x86_64";
     cpu = {
-      cp39 = "sha256-5g9b2gC6uosMpoJiobpj8yToIS6ifAFRvLEqnc/o/QQ=";
-      cp310 = "sha256-2c1hjwNCOOOx9tVfBk+Pyk/pF0m/2tAmRsBH91834eM=";
+      cp312 = "sha256-3P6/sQ3rFaoz0qLWbVoS2d5lRh2KQNJofi+zIhFQ0Lo=";
+      cp313 = "sha256-UsQB/+Sq5WMWZgozAVpv11XNoj09cKKLE7c9cMvbuMs=";
     };
   };
   aarch64-darwin = {
     platform = "macosx_11_0_arm64";
     cpu = {
-      cp39 = "sha256-JhYNTOx1UkuNf/63lHXBDry6FQjPnbIB8jU5jKcyX2k=";
-      cp310 = "sha256-4ltYEYm2OzPBc6D2bQt2dEh6Sz+5m1mMKGGYgQGLSAY=";
+      cp312 = "sha256-hnfo1C/2b3T7yjL/Mti2S749Vu0pqS1D3EGPDxaPy2k=";
+      cp313 = "sha256-nRBR8uII2h1Dna7nyGG8tQJA8JcSSW62Hpzoxhj68vk=";
     };
   };
 }
diff --git a/pkgs/development/python-modules/paddlepaddle/default.nix b/pkgs/development/python-modules/paddlepaddle/default.nix
index 8263ae8ec8c5..02e52be20534 100644
--- a/pkgs/development/python-modules/paddlepaddle/default.nix
+++ b/pkgs/development/python-modules/paddlepaddle/default.nix
@@ -1,13 +1,12 @@
 {
-  stdenv,
   config,
   lib,
+  stdenv,
   buildPythonPackage,
   fetchPypi,
   python,
   pythonOlder,
   pythonAtLeast,
-  openssl_1_1,
   zlib,
   setuptools,
   cudaSupport ? config.cudaSupport or false,
@@ -20,22 +19,22 @@
   pillow,
   decorator,
   astor,
-  paddle-bfloat,
   opt-einsum,
+  typing-extensions,
 }:
 
 let
   pname = "paddlepaddle" + lib.optionalString cudaSupport "-gpu";
-  version = "2.5.0";
+  version = if cudaSupport then "2.6.2" else "3.0.0";
   format = "wheel";
   pyShortVersion = "cp${builtins.replaceStrings [ "." ] [ "" ] python.pythonVersion}";
   cpuOrGpu = if cudaSupport then "gpu" else "cpu";
   allHashAndPlatform = import ./binary-hashes.nix;
   hash =
-    allHashAndPlatform."${stdenv.system}"."${cpuOrGpu}"."${pyShortVersion}"
-      or (throw "${pname} has no binary-hashes.nix entry for '${stdenv.system}.${cpuOrGpu}.${pyShortVersion}' attribute");
-  platform = allHashAndPlatform."${stdenv.system}".platform;
-  src = fetchPypi ({
+    allHashAndPlatform."${stdenv.hostPlatform.system}"."${cpuOrGpu}"."${pyShortVersion}"
+      or (throw "${pname} has no binary-hashes.nix entry for '${stdenv.hostPlatform.system}.${cpuOrGpu}.${pyShortVersion}' attribute");
+  platform = allHashAndPlatform."${stdenv.hostPlatform.system}".platform;
+  src = fetchPypi {
     inherit
       version
       format
@@ -46,7 +45,7 @@ let
     dist = pyShortVersion;
     python = pyShortVersion;
     abi = pyShortVersion;
-  });
+  };
 in
 buildPythonPackage {
   inherit
@@ -56,40 +55,15 @@ buildPythonPackage {
     src
     ;
 
-  disabled = pythonOlder "3.9" || pythonAtLeast "3.11";
-
-  libraryPath = lib.makeLibraryPath (
-    # TODO: remove openssl_1_1 and zlib, maybe by building paddlepaddle from
-    # source as suggested in the following comment:
-    # https://github.com/NixOS/nixpkgs/pull/243583#issuecomment-1641450848
-    [
-      openssl_1_1
-      zlib
-    ]
-    ++ lib.optionals cudaSupport (
-      with cudaPackages_11;
-      [
-        cudatoolkit.lib
-        cudatoolkit.out
-        cudnn
-      ]
-    )
-  );
-
-  postFixup = lib.optionalString stdenv.hostPlatform.isLinux ''
-    function fixRunPath {
-      p=$(patchelf --print-rpath $1)
-      patchelf --set-rpath "$p:$libraryPath" $1
-      ${lib.optionalString cudaSupport ''
-        addDriverRunpath $1
-      ''}
-    }
-    fixRunPath $out/${python.sitePackages}/paddle/fluid/libpaddle.so
-  '';
+  disabled =
+    if cudaSupport then
+      (pythonOlder "3.11" || pythonAtLeast "3.13")
+    else
+      (pythonOlder "3.12" || pythonAtLeast "3.14");
 
   nativeBuildInputs = [ addDriverRunpath ];
 
-  propagatedBuildInputs = [
+  dependencies = [
     setuptools
     httpx
     numpy
@@ -97,8 +71,8 @@ buildPythonPackage {
     pillow
     decorator
     astor
-    paddle-bfloat
     opt-einsum
+    typing-extensions
   ];
 
   pythonImportsCheck = [ "paddle" ];
@@ -106,14 +80,45 @@ buildPythonPackage {
   # no tests
   doCheck = false;
 
-  meta = with lib; {
-    description = "PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署";
+  postFixup = lib.optionalString stdenv.hostPlatform.isLinux (
+    let
+      libraryPath = lib.makeLibraryPath (
+        [
+          zlib
+          (lib.getLib stdenv.cc.cc)
+        ]
+        ++ lib.optionals cudaSupport (
+          with cudaPackages_11;
+          [
+            cudatoolkit.lib
+            cudatoolkit.out
+            cudnn
+          ]
+        )
+      );
+    in
+    ''
+      function fixRunPath {
+        p=$(patchelf --print-rpath $1)
+        patchelf --set-rpath "$p:${libraryPath}" $1
+        ${lib.optionalString cudaSupport ''
+          addDriverRunpath $1
+        ''}
+      }
+      fixRunPath $out/${python.sitePackages}/paddle/base/libpaddle.so
+      fixRunPath $out/${python.sitePackages}/paddle/libs/lib*.so
+    ''
+  );
+
+  meta = {
+    description = "Machine Learning Framework from Industrial Practice";
     homepage = "https://github.com/PaddlePaddle/Paddle";
-    license = licenses.asl20;
-    maintainers = with maintainers; [ happysalada ];
+    license = lib.licenses.asl20;
+    maintainers = with lib.maintainers; [ happysalada ];
     platforms =
       [ "x86_64-linux" ]
-      ++ optionals (!cudaSupport) [
+      ++ lib.optionals (!cudaSupport) [
+        "aarch64-linux"
         "x86_64-darwin"
         "aarch64-darwin"
       ];