diff --git a/0001-Add-initial-support-for-riscv64.patch b/0001-Add-initial-support-for-riscv64.patch
new file mode 100644
index 0000000..1c6d9db
--- /dev/null
+++ b/0001-Add-initial-support-for-riscv64.patch
@@ -0,0 +1,61 @@
+From 0693a0dc91b5b2dbd7a83ac298d7c3a437d76327 Mon Sep 17 00:00:00 2001
+From: David Abdurachmanov <davidlt@rivosinc.com>
+Date: Fri, 23 Sep 2022 11:08:32 +0300
+Subject: [PATCH] Add initial support for riscv64
+
+Signed-off-by: David Abdurachmanov <davidlt@rivosinc.com>
+---
+ config/opal_config_asm.m4            | 5 +++++
+ opal/include/opal/sys/architecture.h | 1 +
+ opal/include/opal/sys/cma.h          | 7 +++++++
+ 3 files changed, 13 insertions(+)
+
+diff --git a/config/opal_config_asm.m4 b/config/opal_config_asm.m4
+index 5183c7e..d8640e0 100644
+--- a/config/opal_config_asm.m4
++++ b/config/opal_config_asm.m4
+@@ -1148,6 +1148,11 @@ AC_DEFUN([OPAL_CONFIG_ASM],[
+                 AC_MSG_WARN([$opal_cv_asm_arch: gcc atomics have been known to perform poorly on powerpc.])
+             fi
+ 
++            ;;
++        riscv64*)
++            opal_cv_asm_arch="RISCV64"
++            OPAL_ASM_SUPPORT_64BIT=1
++            OPAL_GCC_INLINE_ASSIGN='"li %0, 0" : "=&r"(ret)'
+             ;;
+         # There is no current difference between s390 and s390x
+         # But use two different defines in case some come later
+diff --git a/opal/include/opal/sys/architecture.h b/opal/include/opal/sys/architecture.h
+index ee9aa96..8a9fc53 100644
+--- a/opal/include/opal/sys/architecture.h
++++ b/opal/include/opal/sys/architecture.h
+@@ -44,6 +44,7 @@
+ #define OPAL_ARM64          0101
+ #define OPAL_S390           0110
+ #define OPAL_S390X          0111
++#define OPAL_RISCV64        0120
+ #define OPAL_BUILTIN_SYNC   0200
+ #define OPAL_BUILTIN_GCC    0202
+ #define OPAL_BUILTIN_NO     0203
+diff --git a/opal/include/opal/sys/cma.h b/opal/include/opal/sys/cma.h
+index 4211013..9e02f99 100644
+--- a/opal/include/opal/sys/cma.h
++++ b/opal/include/opal/sys/cma.h
+@@ -92,6 +92,13 @@
+ #define __NR_process_vm_readv	340
+ #define __NR_process_vm_writev	341
+ 
++#elif OPAL_ASSEMBLY_ARCH == OPAL_RISCV64
++
++/* RISCV64 uses the asm-generic syscall numbers */
++
++#define __NR_process_vm_readv 270
++#define __NR_process_vm_writev 271
++
+ #else
+ #error "Unsupported architecture for process_vm_readv and process_vm_writev syscalls"
+ #endif
+-- 
+2.35.1
+
diff --git a/openmpi.spec b/openmpi.spec
index 6702229..7d8b054 100644
--- a/openmpi.spec
+++ b/openmpi.spec
@@ -33,11 +33,15 @@
 %endif
 
 # Run autogen - needed for some patches
+%ifnarch riscv64
 %bcond_with autogen
+%else
+%bcond_without autogen
+%endif
 
 Name:           openmpi%{?_cc_name_suffix}
 Version:        4.1.4
-Release:        4%{?dist}
+Release:        4.0.riscv64%{?dist}
 Summary:        Open Message Passing Interface
 License:        BSD and MIT and Romio
 URL:            http://www.open-mpi.org/
@@ -49,6 +53,8 @@ Source2:        openmpi.pth.py2
 Source3:        openmpi.pth.py3
 Source4:        macros.openmpi
 
+Patch10: 0001-Add-initial-support-for-riscv64.patch
+
 BuildRequires:  gcc-c++
 BuildRequires:  gcc-gfortran
 BuildRequires:  make
@@ -57,7 +63,9 @@ BuildRequires:  libtool
 BuildRequires:  perl(Data::Dumper)
 BuildRequires:  perl(File::Find)
 %endif
+%ifarch %{valgrind_arches}
 BuildRequires:  valgrind-devel
+%endif
 %if %{with rdma}
 BuildRequires:  opensm-devel > 3.3.0
 BuildRequires:  rdma-core-devel
@@ -101,6 +109,14 @@ BuildRequires:  zlib-devel
 BuildRequires:  rpm-mpi-hooks
 %endif
 
+%ifarch riscv64
+BuildRequires:   automake
+BuildRequires:   autoconf
+BuildRequires:   libtool
+BuildRequires:   gettext
+BuildRequires:   perl-interpreter
+%endif
+
 Provides:       mpi
 %if 0%{?rhel} == 7
 # Need this for /etc/profile.d/modules.sh
@@ -202,8 +218,10 @@ OpenMPI support for Python 3.
 %endif
 	--enable-mpi1-compatibility \
 	--with-sge \
+%ifarch %{valgrind_arches}
 	--with-valgrind \
 	--enable-memchecker \
+%endif
 	--with-hwloc=/usr \
 %if !0%{?el7}
 	--with-libevent=external \
@@ -379,6 +397,10 @@ make check
 
 
 %changelog
+* Fri Sep 23 2022 David Abdurachmanov <davidlt@rivosinc.com> - 4.1.4-4.0.riscv64
+- Add initial support for riscv64
+- Fix valgrind check
+
 * Fri Jul 22 2022 Fedora Release Engineering <releng@fedoraproject.org> - 4.1.4-4
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_37_Mass_Rebuild