diff --git a/paddle/fluid/operators/fused/fused_multi_transformer_op.cu.h b/paddle/fluid/operators/fused/fused_multi_transformer_op.cu.h
index f27644f1abd0d..a81a38ed3877f 100644
--- a/paddle/fluid/operators/fused/fused_multi_transformer_op.cu.h
+++ b/paddle/fluid/operators/fused/fused_multi_transformer_op.cu.h
@@ -24,6 +24,7 @@ limitations under the License. */
 
 #include <cub/cub.cuh>
 
+#include "paddle/fluid/distributed/collective/utils.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/operator.h"
 #include "paddle/fluid/operators/fused/attention_layer_norm.h"
@@ -34,6 +35,7 @@ limitations under the License. */
 #include "paddle/fluid/platform/dynload/cublasLt.h"
 #include "paddle/phi/api/include/tensor.h"
 #include "paddle/phi/backends/gpu/gpu_device_function.h"
+#include "paddle/phi/core/distributed/comm_context_manager.h"
 #include "paddle/phi/core/flags.h"
 #include "paddle/phi/kernels/funcs/fused_gemm_epilogue.h"
 #include "paddle/phi/kernels/funcs/math_function.h"
@@ -42,6 +44,8 @@ limitations under the License. */
 #include "paddle/fluid/distributed/collective/process_group.h"
 #include "paddle/fluid/platform/collective_helper.h"
 #include "paddle/fluid/platform/device/gpu/nccl_helper.h"
+#include "paddle/phi/core/distributed/nccl_comm_context.h"
+PHI_DECLARE_bool(dynamic_static_unified_comm);
 #endif
 
 PHI_DECLARE_bool(gemm_use_half_precision_compute_type);
@@ -78,10 +82,47 @@ static void AllReduce(phi::DenseTensor &tensor,  // NOLINT
     const void *sendbuff = tensor.data<T>();
     auto place = ctx.GetPlace();
     void *recvbuff = tensor.mutable_data<T>(place);
-    auto comm = platform::NCCLCommContext::Instance().Get(ring_id, place);
-    auto stream = ctx.stream();
-    PADDLE_ENFORCE_GPU_SUCCESS(platform::dynload::ncclAllReduce(
-        sendbuff, recvbuff, count, dtype, ncclSum, comm->comm(), stream));
+    gpuStream_t stream = nullptr;
+    platform::NCCLComm *comm = nullptr;
+    phi::distributed::NCCLCommContext *comm_ctx = nullptr;
+
+    const auto &comm_context_manager =
+        phi::distributed::CommContextManager::GetInstance();
+
+    if (FLAGS_dynamic_static_unified_comm) {
+      // Use New Communication Library
+      PADDLE_ENFORCE_EQ(comm_context_manager.Has(std::to_string(ring_id)),
+                        true,
+                        platform::errors::InvalidArgument(
+                            "You choose to use new communication library by "
+                            "setting environment "
+                            "variable FLAGS_dynamic_static_unified_comm True. "
+                            "But ring_id(%d) is "
+                            "not found in comm_context_manager.",
+                            std::to_string(ring_id)));
+      comm_ctx = static_cast<phi::distributed::NCCLCommContext *>(
+          comm_context_manager.Get(std::to_string(ring_id)));
+      PADDLE_ENFORCE_NE(comm_ctx,
+                        nullptr,
+                        platform::errors::Unavailable(
+                            "NCCLCommContext is nullptr, collective op should "
+                            "has ring_id attr."));
+
+      stream = comm_ctx->GetStream();
+
+      VLOG(3) << "new comm_context_manager has ring_id" << ring_id;
+    } else {
+      comm = platform::NCCLCommContext::Instance().Get(ring_id, place);
+
+      stream = ctx.stream();
+      VLOG(3) << "old NCCLCommContext has ring_id " << ring_id;
+    }
+    if (comm_ctx) {
+      comm_ctx->AllReduce(&tensor, tensor, ncclSum, stream);
+    } else {
+      PADDLE_ENFORCE_GPU_SUCCESS(platform::dynload::ncclAllReduce(
+          sendbuff, recvbuff, count, dtype, ncclSum, comm->comm(), stream));
+    }
   }
 #else
   PADDLE_THROW(platform::errors::Unimplemented(
diff --git a/test/legacy_test/test_fused_multi_transformer_op.py b/test/legacy_test/test_fused_multi_transformer_op.py
index d7bab80a41b80..577957e8b0e41 100644
--- a/test/legacy_test/test_fused_multi_transformer_op.py
+++ b/test/legacy_test/test_fused_multi_transformer_op.py
@@ -12,6 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+import os
 import random
 import unittest
 
@@ -38,6 +39,7 @@
 
 class TestFusedMultiTransformerOp(OpTest):
     def setUp(self):
+        self.with_new_comm()
         self.config()
         self.generate_input_data()
 
@@ -108,6 +110,9 @@ def setUp(self):
         self.dropout = Dropout(self.dropout_prob, mode="upscale_in_train")
         self.activation = getattr(F, self.act_method)
 
+    def with_new_comm(self):
+        os.environ["FLAGS_dynamic_static_unified_comm"] = "0"
+
     def config(self):
         # for debug
         self.debug = False
@@ -1125,6 +1130,11 @@ def test_fused_multi_transformer_op(self):
             )
 
 
+class TestFusedMultiTransformerOpWithNewComm(TestFusedMultiTransformerOp):
+    def with_new_comm(self):
+        os.environ["FLAGS_dynamic_static_unified_comm"] = "1"
+
+
 class TestFusedMultiTransformerOpRotaryFP16(TestFusedMultiTransformerOp):
     def config(self):
         super().config()