diff --git a/meta/recipes-devtools/python/python3-numpy/0001-numpy-core-Define-RISCV-32-support.patch b/meta/recipes-devtools/python/python3-numpy/0001-numpy-core-Define-RISCV-32-support.patch
index 676bdbb3af..6da9047ec5 100644
--- a/meta/recipes-devtools/python/python3-numpy/0001-numpy-core-Define-RISCV-32-support.patch
+++ b/meta/recipes-devtools/python/python3-numpy/0001-numpy-core-Define-RISCV-32-support.patch
@@ -1,42 +1,50 @@
-From eb6d6579150bf4684603ce377c51e90ad3bb8109 Mon Sep 17 00:00:00 2001
+From 0e2b652a0eff85798584116c905a2d6ad8f25d5f Mon Sep 17 00:00:00 2001
 From: Khem Raj <raj.khem@gmail.com>
 Date: Sun, 15 Nov 2020 15:32:39 -0800
 Subject: [PATCH] numpy/core: Define RISCV-32 support
 
 Helps compile on riscv32
 
-Upstream-Status: Submitted [https://github.com/numpy/numpy/pull/17780]
+Upstream-Status: Backport
+(https://github.com/numpy/numpy/pull/17780/commits/0e2b652a0eff85798584116c905a2d6ad8f25d5f)
+
 Signed-off-by: Khem Raj <raj.khem@gmail.com>
 ---
- numpy/core/include/numpy/npy_cpu.h    | 3 +++
- numpy/core/include/numpy/npy_endian.h | 1 +
- 2 files changed, 4 insertions(+)
+ numpy/_core/include/numpy/npy_cpu.h    | 9 +++++++--
+ numpy/_core/include/numpy/npy_endian.h | 1 +
+ 2 files changed, 8 insertions(+), 2 deletions(-)
 
-diff --git a/numpy/core/include/numpy/npy_cpu.h b/numpy/core/include/numpy/npy_cpu.h
-index 78d229e..04be511 100644
---- a/numpy/core/include/numpy/npy_cpu.h
-+++ b/numpy/core/include/numpy/npy_cpu.h
-@@ -19,6 +19,7 @@
+diff --git a/numpy/_core/include/numpy/npy_cpu.h b/numpy/_core/include/numpy/npy_cpu.h
+index a19f8e6bbd..15f9f12931 100644
+--- a/numpy/_core/include/numpy/npy_cpu.h
++++ b/numpy/_core/include/numpy/npy_cpu.h
+@@ -18,6 +18,7 @@
+  *              NPY_CPU_ARCEL
   *              NPY_CPU_ARCEB
   *              NPY_CPU_RISCV64
-  *              NPY_CPU_LOONGARCH
 + *              NPY_CPU_RISCV32
+  *              NPY_CPU_LOONGARCH
   *              NPY_CPU_WASM
   */
- #ifndef NUMPY_CORE_INCLUDE_NUMPY_NPY_CPU_H_
-@@ -104,6 +105,8 @@
+@@ -102,8 +103,12 @@
+     #define NPY_CPU_ARCEL
+ #elif defined(__arc__) && defined(__BIG_ENDIAN__)
      #define NPY_CPU_ARCEB
- #elif defined(__riscv) && defined(__riscv_xlen) && __riscv_xlen == 64
-     #define NPY_CPU_RISCV64
-+#elif defined(__riscv) && defined(__riscv_xlen) && __riscv_xlen == 32
-+    #define NPY_CPU_RISCV32
+-#elif defined(__riscv) && defined(__riscv_xlen) && __riscv_xlen == 64
+-    #define NPY_CPU_RISCV64
++#elif defined(__riscv)
++    #if __riscv_xlen == 64
++	#define NPY_CPU_RISCV64
++    #elif __riscv_xlen == 32
++	#define NPY_CPU_RISCV32
++    #endif
  #elif defined(__loongarch__)
      #define NPY_CPU_LOONGARCH
  #elif defined(__EMSCRIPTEN__)
-diff --git a/numpy/core/include/numpy/npy_endian.h b/numpy/core/include/numpy/npy_endian.h
-index 5e58a7f..0926212 100644
---- a/numpy/core/include/numpy/npy_endian.h
-+++ b/numpy/core/include/numpy/npy_endian.h
+diff --git a/numpy/_core/include/numpy/npy_endian.h b/numpy/_core/include/numpy/npy_endian.h
+index 5e58a7f52c..09262120bf 100644
+--- a/numpy/_core/include/numpy/npy_endian.h
++++ b/numpy/_core/include/numpy/npy_endian.h
 @@ -49,6 +49,7 @@
              || defined(NPY_CPU_PPC64LE)       \
              || defined(NPY_CPU_ARCEL)         \
@@ -46,5 +54,5 @@ index 5e58a7f..0926212 100644
              || defined(NPY_CPU_WASM)
          #define NPY_BYTE_ORDER NPY_LITTLE_ENDIAN
 -- 
-2.20.1
+2.39.5
 
diff --git a/meta/recipes-devtools/python/python3-numpy_1.26.4.bb b/meta/recipes-devtools/python/python3-numpy_2.1.3.bb
similarity index 68%
rename from meta/recipes-devtools/python/python3-numpy_1.26.4.bb
rename to meta/recipes-devtools/python/python3-numpy_2.1.3.bb
index fa78b07f48..da75dff1e0 100644
--- a/meta/recipes-devtools/python/python3-numpy_1.26.4.bb
+++ b/meta/recipes-devtools/python/python3-numpy_2.1.3.bb
@@ -3,7 +3,7 @@ HOMEPAGE = "https://numpy.org/"
 DESCRIPTION = "NumPy is the fundamental package needed for scientific computing with Python."
 SECTION = "devel/python"
 LICENSE = "BSD-3-Clause & BSD-2-Clause & PSF-2.0 & Apache-2.0 & MIT"
-LIC_FILES_CHKSUM = "file://LICENSE.txt;md5=a752eb20459cf74a9d84ee4825e8317c"
+LIC_FILES_CHKSUM = "file://LICENSE.txt;md5=1de863c37a83e71b1e97b64d036ea78b"
 
 SRCNAME = "numpy"
 
@@ -13,22 +13,31 @@ SRC_URI = "${GITHUB_BASE_URI}/download/v${PV}/${SRCNAME}-${PV}.tar.gz \
            file://fix_reproducibility.patch \
            file://run-ptest \
            "
-SRC_URI[sha256sum] = "2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010"
+SRC_URI[sha256sum] = "aa08e04e08aaf974d4458def539dece0d28146d866a39da5639596f4921fd761"
 
 GITHUB_BASE_URI = "https://github.com/numpy/numpy/releases"
 UPSTREAM_CHECK_REGEX = "releases/tag/v?(?P<pver>\d+(\.\d+)+)$"
 
-inherit ptest setuptools3 github-releases cython
+inherit ptest python_mesonpy github-releases cython
 
 S = "${WORKDIR}/numpy-${PV}"
 
-CLEANBROKEN = "1"
+# Remove references to buildpaths from numpy's __config__.py
+do_install:append() {
+    sed -i \
+        -e 's|${S}=||g' \
+        -e 's|${B}=||g' \
+        -e 's|${RECIPE_SYSROOT_NATIVE}=||g' \
+        -e 's|${RECIPE_SYSROOT_NATIVE}||g' \
+        -e 's|${RECIPE_SYSROOT}=||g' \
+        -e 's|${RECIPE_SYSROOT}||g' ${D}${PYTHON_SITEPACKAGES_DIR}/numpy/__config__.py
 
-do_compile:prepend() {
-    export NPY_DISABLE_SVML=1
+    nativepython3 -mcompileall -s ${D} ${D}${PYTHON_SITEPACKAGES_DIR}/numpy/__config__.py
 }
 
-FILES:${PN}-staticdev += "${PYTHON_SITEPACKAGES_DIR}/numpy/core/lib/*.a ${PYTHON_SITEPACKAGES_DIR}/numpy/random/lib/*.a"
+FILES:${PN}-staticdev += "${PYTHON_SITEPACKAGES_DIR}/numpy/_core/lib/*.a \
+                          ${PYTHON_SITEPACKAGES_DIR}/numpy/random/lib/*.a \
+"
 
 # install what is needed for numpy.test()
 RDEPENDS:${PN} = "python3-unittest \
@@ -59,7 +68,4 @@ RDEPENDS:${PN}-ptest += "python3-pytest \
                          ldd \
 "
 
-# Upstream has a pyproject.toml but as of 1.26.4 it's marked as experimental
-INSANE_SKIP = "pep517-backend"
-
 BBCLASSEXTEND = "native nativesdk"