diff --git a/projects/rccl/cmake/MSCCLPP.cmake b/projects/rccl/cmake/MSCCLPP.cmake
index 15fbb60b27..1f870860e5 100644
--- a/projects/rccl/cmake/MSCCLPP.cmake
+++ b/projects/rccl/cmake/MSCCLPP.cmake
@@ -90,6 +90,11 @@ if(ENABLE_MSCCLPP)
             WORKING_DIRECTORY ${MSCCLPP_SOURCE}
         )
 
+	execute_process(
+	    COMMAND git apply ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/bf16-tuning.patch
+	    WORKING_DIRECTORY ${MSCCLPP_SOURCE}
+	)
+
         message(STATUS "Building mscclpp only for gfx942.")
         mscclpp_cmake_arg(CMAKE_PREFIX_PATH)
         mscclpp_cmake_arg(CMAKE_INSTALL_RPATH_USE_LINK_PATH)
@@ -115,28 +120,35 @@ if(ENABLE_MSCCLPP)
 
      
         find_package(mscclpp_nccl REQUIRED)
-        execute_process(
-           COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/cpx.patch
-           WORKING_DIRECTORY ${MSCCLPP_SOURCE}
-        )
-        
-        execute_process(
-            COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/read-allred.patch
-            WORKING_DIRECTORY ${MSCCLPP_SOURCE}
-        )
-        
-        execute_process(
-            COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/mscclpp_ibv_access_relaxed_ordering.patch
-            WORKING_DIRECTORY ${MSCCLPP_SOURCE}
-        )
-        execute_process(
-            COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/mem-reg.patch
-            WORKING_DIRECTORY ${MSCCLPP_SOURCE}
-        )
 	execute_process(
-            COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/non-multiple-128-fix.patch
-            WORKING_DIRECTORY ${MSCCLPP_SOURCE}
-        )
+	   COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/cpx.patch
+	   WORKING_DIRECTORY ${MSCCLPP_SOURCE}
+	)
+        
+	execute_process(
+	    COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/read-allred.patch
+	    WORKING_DIRECTORY ${MSCCLPP_SOURCE}
+	)
+        
+	execute_process(
+	    COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/mscclpp_ibv_access_relaxed_ordering.patch
+	    WORKING_DIRECTORY ${MSCCLPP_SOURCE}
+	)
+
+	execute_process(
+	    COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/mem-reg.patch
+	    WORKING_DIRECTORY ${MSCCLPP_SOURCE}
+	)
+
+	execute_process(
+	    COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/non-multiple-128-fix.patch
+	    WORKING_DIRECTORY ${MSCCLPP_SOURCE}
+	)
+
+	execute_process(
+	    COMMAND git apply --reverse ${CMAKE_CURRENT_SOURCE_DIR}/ext-src/bf16-tuning.patch
+	    WORKING_DIRECTORY ${MSCCLPP_SOURCE}
+	)
 
     #endif()
 
diff --git a/projects/rccl/ext-src/bf16-tuning.patch b/projects/rccl/ext-src/bf16-tuning.patch
new file mode 100644
index 0000000000..6b59b9856b
--- /dev/null
+++ b/projects/rccl/ext-src/bf16-tuning.patch
@@ -0,0 +1,26 @@
+diff --git a/apps/nccl/src/allreduce.hpp b/apps/nccl/src/allreduce.hpp
+index 7a2cd4a..a14dfbc 100644
+--- a/apps/nccl/src/allreduce.hpp
++++ b/apps/nccl/src/allreduce.hpp
+@@ -850,7 +850,7 @@ cudaError_t allreduce(T* buff, T* scratch, T* resultBuff, mscclpp::DeviceHandle<
+                                                          flag++);
+ #endif
+   } else {
+-    int nBlocks = 5*(nRanksPerNode - 1);
++    int nBlocks = 8 * (nRanksPerNode - 1);
+     int nThreadsPerBlock = 512;
+     if (hieAllred && worldSize >= 8) {
+ 	nBlocks = 20;
+diff --git a/apps/nccl/src/common.hpp b/apps/nccl/src/common.hpp
+index ca2c272..a6056ea 100644
+--- a/apps/nccl/src/common.hpp
++++ b/apps/nccl/src/common.hpp
+@@ -17,7 +17,7 @@ constexpr int NRANKS1_PER_NODE = 4;
+ constexpr int NRANKS_PER_NODE = 8;
+ constexpr int NPEERS = 7;
+ 
+-constexpr int SCRATCH_SIZE = 2 * 1024 * 1024 * 70;  // double buffer * 35 thread-blocks * 8 ranks * 256KB = 70MB
++constexpr int SCRATCH_SIZE = 2 * 1024 * 1024 * 112;  // double buffer * 56 thread-blocks * 8 ranks * 256KB = 112MB
+ 
+ __device__ mscclpp::DeviceSyncer deviceSyncer;
+