diff --git a/packages/onnxruntime/0001-use-system-abseil.patch b/packages/onnxruntime/0001-use-system-abseil.patch
index cc55bc1cf8..3d967bac09 100644
--- a/packages/onnxruntime/0001-use-system-abseil.patch
+++ b/packages/onnxruntime/0001-use-system-abseil.patch
@@ -6,136 +6,8 @@ This reverts f70215d4e6af2a1b5a0cc232460e2f86125b055d
      URL_HASH SHA1=${DEP_SHA1_abseil_cpp}
      EXCLUDE_FROM_ALL
      PATCH_COMMAND ${ABSL_PATCH_COMMAND}
--    FIND_PACKAGE_ARGS 20250512 NAMES absl
+-    FIND_PACKAGE_ARGS 20250814 NAMES absl
 +    FIND_PACKAGE_ARGS NAMES absl
  )
  
  onnxruntime_fetchcontent_makeavailable(abseil_cpp)
-@@ -57,96 +57,45 @@
- # TODO: since multiple ORT's dependencies depend on Abseil, the list below would vary from version to version.
- # We'd better to not manually manage the list.
- set(ABSEIL_LIBS
--absl::absl_log
--absl::log_internal_log_impl
--absl::log_internal_strip
--absl::log_internal_message
--absl::log_internal_format
--absl::synchronization
--absl::str_format
--absl::flags
--absl::log_internal_globals
--absl::kernel_timeout_internal
--absl::str_format_internal
--absl::hash
--absl::log_internal_append_truncated
--absl::absl_vlog_is_on
--absl::flags_commandlineflag
--absl::time
--absl::symbolize
--absl::graphcycles_internal
--absl::log_internal_conditions
--absl::strings
--absl::malloc_internal
--absl::demangle_internal
--absl::optional
--absl::stacktrace
- absl::base
--absl::demangle_rust
--absl::bad_optional_access
--absl::strings_internal
-+absl::bits
-+absl::city
-+absl::civil_time
-+absl::config
-+absl::core_headers
- absl::debugging_internal
--absl::int128
--absl::spinlock_wait
--absl::decode_rust_punycode
--absl::raw_logging_internal
--absl::flat_hash_set
-+absl::demangle_internal
-+absl::fixed_array
-+absl::flags
- absl::flat_hash_map
-+absl::flat_hash_set
-+absl::graphcycles_internal
-+absl::hash
-+absl::inlined_vector
-+absl::int128
-+absl::kernel_timeout_internal
-+absl::log_severity
-+absl::malloc_internal
- absl::node_hash_map
- absl::node_hash_set
--absl::compare
--absl::base_internal
- absl::nullability
--absl::bounded_utf8_length_sequence
--absl::log_severity
--absl::type_traits
--absl::atomic_hook
--absl::bits
--absl::flags_commandlineflag_internal
--absl::hash_container_defaults
- absl::numeric_representation
--absl::node_slot_policy
--absl::core_headers
--absl::dynamic_annotations
--absl::utf8_for_code_point
--absl::errno_saver
--absl::absl_check
--absl::hash_function_defaults
--absl::function_ref
--absl::city
--absl::low_level_hash
--absl::fixed_array
--absl::variant
--absl::meta
--absl::log_internal_voidify
--absl::log_sink
--absl::log_internal_log_sink_set
--absl::log_sink_registry
--absl::log_entry
--absl::log_globals
--absl::log_internal_nullguard
--absl::examine_stack
--absl::inlined_vector
--absl::log_internal_proto
--absl::strerror
--absl::log_internal_config
--absl::raw_hash_map
-+absl::optional
- absl::raw_hash_set
--absl::container_memory
--absl::algorithm_container
-+absl::raw_logging_internal
- absl::span
--absl::log_internal_nullstream
--absl::vlog_config_internal
--absl::flags_reflection
--absl::flags_internal
--absl::flags_config
--absl::fast_type_id
--absl::utility
--absl::time_zone
--absl::civil_time
-+absl::spinlock_wait
-+absl::stacktrace
-+absl::str_format
-+absl::str_format_internal
-+absl::string_view
- absl::string_view
-+absl::strings
-+absl::strings_internal
-+absl::symbolize
-+absl::synchronization
- absl::throw_delegate
--absl::memory
--absl::charset
--absl::endian
--absl::config)
-+absl::time
-+absl::time_zone
-+absl::type_traits
-+absl::utility)
diff --git a/packages/onnxruntime/0003-build-providers.patch b/packages/onnxruntime/0003-build-providers.patch
index cc212bc3ba..93074f0c94 100644
--- a/packages/onnxruntime/0003-build-providers.patch
+++ b/packages/onnxruntime/0003-build-providers.patch
@@ -10,11 +10,11 @@
    "${ONNXRUNTIME_ROOT}/core/providers/shared/*.h"
 --- a/cmake/onnxruntime_python.cmake
 +++ b/cmake/onnxruntime_python.cmake
-@@ -740,7 +740,6 @@
+@@ -785,7 +785,6 @@
  
  if (NOT onnxruntime_MINIMAL_BUILD AND NOT onnxruntime_EXTENDED_MINIMAL_BUILD
                                    AND NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin|iOS|visionOS|tvOS"
 -                                  AND NOT CMAKE_SYSTEM_NAME STREQUAL "Android"
-                                   AND NOT onnxruntime_USE_ROCM
                                    AND NOT CMAKE_SYSTEM_NAME STREQUAL "Emscripten")
    add_custom_command(
+     TARGET onnxruntime_pybind11_state POST_BUILD
diff --git a/packages/onnxruntime/0006-cherry-pick25615.patch b/packages/onnxruntime/0006-cherry-pick25615.patch
deleted file mode 100644
index 1502c80da7..0000000000
--- a/packages/onnxruntime/0006-cherry-pick25615.patch
+++ /dev/null
@@ -1,64 +0,0 @@
-From c79a2c525edce42523b35da3edb87ae937a6e5b1 Mon Sep 17 00:00:00 2001
-From: Yulong Wang <7679871+fs-eire@users.noreply.github.com>
-Date: Thu, 31 Jul 2025 15:02:37 -0700
-Subject: [PATCH] [build] fix macOS x86_64 cross-compile warning
-
----
- cmake/CMakeLists.txt                            |  1 +
- cmake/onnxruntime_config.h.in                   |  1 +
- .../lib/sqnbitgemm_kernel_avx2_int8_blklen32.h  | 17 +++++++++++++++++
- 3 files changed, 19 insertions(+)
-
-diff --git a/cmake/CMakeLists.txt b/cmake/CMakeLists.txt
-index a76be16572a03..bdc18c424efd1 100644
---- a/cmake/CMakeLists.txt
-+++ b/cmake/CMakeLists.txt
-@@ -558,6 +558,7 @@ else()
-   check_cxx_compiler_flag(-Wambiguous-reversed-operator HAS_AMBIGUOUS_REVERSED_OPERATOR)
-   # -Winterference-size was added in GCC 13
-   check_cxx_compiler_flag(-Winterference-size HAS_INTERFERENCE_SIZE)
-+  check_cxx_compiler_flag(-Warray-bounds HAS_ARRAY_BOUNDS)
-   check_cxx_compiler_flag(-Wbitwise-instead-of-logical HAS_BITWISE_INSTEAD_OF_LOGICAL)
-   check_cxx_compiler_flag(-Wcast-function-type HAS_CAST_FUNCTION_TYPE)
-   check_cxx_compiler_flag(-Wcatch-value HAS_CATCH_VALUE)
-diff --git a/cmake/onnxruntime_config.h.in b/cmake/onnxruntime_config.h.in
-index f82a23bf4026b..a36f735c507ba 100644
---- a/cmake/onnxruntime_config.h.in
-+++ b/cmake/onnxruntime_config.h.in
-@@ -3,6 +3,7 @@
- 
- #pragma once
- 
-+#cmakedefine HAS_ARRAY_BOUNDS
- #cmakedefine HAS_BITWISE_INSTEAD_OF_LOGICAL
- #cmakedefine HAS_CAST_FUNCTION_TYPE
- #cmakedefine HAS_CATCH_VALUE
-diff --git a/onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2_int8_blklen32.h b/onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2_int8_blklen32.h
-index d2d9886ab61f7..a745dd9f1376d 100644
---- a/onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2_int8_blklen32.h
-+++ b/onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2_int8_blklen32.h
-@@ -1660,7 +1660,24 @@ MlasQ4Int8TileGemmKernelBlkLen32Avx2(
- 
-             if constexpr (NCols4 == 8) {
-                 __m128 acc_0 = FoldAccumulators(acc[0], acc[1], acc[2], acc[3]);
-+
-+                // Clang is not happy with the code here, even if constexpr `NCols4 == 8` is always false in this context:
-+                //
-+                // In file included from .../onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2.cpp:26:
-+                // .../onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2_int8_blklen32.h:1663:49: error: array index 4 is past the end of the array (that has type '__m256[4]') [-Werror,-Warray-bounds]
-+                //  1663 |                 __m128 acc_1 = FoldAccumulators(acc[4], acc[5], acc[6], acc[7]);
-+                //       |                                                 ^   ~
-+                // .../onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2_int8_blklen32.h:1531:13: note: array 'acc' declared here
-+                //  1531 |             __m256 acc[NCols4];
-+                //       |             ^
-+#if defined(__clang__)
-+#pragma clang diagnostic push
-+#pragma clang diagnostic ignored "-Warray-bounds"
-+#endif
-                 __m128 acc_1 = FoldAccumulators(acc[4], acc[5], acc[6], acc[7]);
-+#if defined(__clang__)
-+#pragma clang diagnostic pop
-+#endif
-                 if (BiasPtr != nullptr) {
-                     acc_0 = _mm_add_ps(acc_0, _mm_loadu_ps(BiasPtr));
-                     acc_1 = _mm_add_ps(acc_1, _mm_loadu_ps(BiasPtr + 4));
diff --git a/packages/onnxruntime/0006-iwyu-onnxruntime_config.h.patch b/packages/onnxruntime/0006-iwyu-onnxruntime_config.h.patch
new file mode 100644
index 0000000000..5f8fccc16c
--- /dev/null
+++ b/packages/onnxruntime/0006-iwyu-onnxruntime_config.h.patch
@@ -0,0 +1,10 @@
+--- a/onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2_int8_blklen32.h
++++ b/onnxruntime/core/mlas/lib/sqnbitgemm_kernel_avx2_int8_blklen32.h
+@@ -3,6 +3,7 @@
+ #include <cassert>
+ #include <utility>
+ 
++#include "onnxruntime_config.h"
+ #include "qnbitgemm.h"
+ #include "sqnbitgemm_kernel_avx_common.h"
+ 
diff --git a/packages/onnxruntime/build.sh b/packages/onnxruntime/build.sh
index 6d97f3bc64..98caff9748 100644
--- a/packages/onnxruntime/build.sh
+++ b/packages/onnxruntime/build.sh
@@ -2,8 +2,7 @@ TERMUX_PKG_HOMEPAGE=https://onnxruntime.ai/
 TERMUX_PKG_DESCRIPTION="Cross-platform, high performance ML inferencing and training accelerator"
 TERMUX_PKG_LICENSE="MIT"
 TERMUX_PKG_MAINTAINER="@termux"
-TERMUX_PKG_VERSION="1.23.2"
-TERMUX_PKG_REVISION=1
+TERMUX_PKG_VERSION="1.24.1"
 TERMUX_PKG_SRCURL=git+https://github.com/microsoft/onnxruntime
 TERMUX_PKG_DEPENDS="abseil-cpp, libc++, protobuf, libre2"
 TERMUX_PKG_BUILD_IN_SRC=true