diff --git a/ggml.c b/ggml.c
index 33f376bf4..c82ed75ac 100644
--- a/ggml.c
+++ b/ggml.c
@@ -6638,6 +6638,36 @@ void ggml_set_param(
 
 // ggml_compute_forward_dup
 
+static void ggml_compute_forward_dup_same_cont(
+        const struct ggml_compute_params * params,
+        const struct ggml_tensor * src0,
+        struct ggml_tensor * dst) {
+    GGML_ASSERT(ggml_nelements(dst) == ggml_nelements(src0));
+    GGML_ASSERT(ggml_is_contiguous(dst) && ggml_is_contiguous(src0));
+    GGML_ASSERT(src0->type == dst->type);
+
+    if (params->type == GGML_TASK_INIT || params->type == GGML_TASK_FINALIZE) {
+        return;
+    }
+
+    const size_t nb00 = src0->nb[0];
+    const size_t nb0 = dst->nb[0];
+
+    const int ith = params->ith; // thread index
+    const int nth = params->nth; // number of threads
+
+    // parallelize by elements
+    const int ne = ggml_nelements(dst);
+    const int dr = (ne + nth - 1) / nth;
+    const int ie0 = dr * ith;
+    const int ie1 = MIN(ie0 + dr, ne);
+
+    memcpy(
+        ((char *)  dst->data + ie0*nb0),
+        ((char *) src0->data + ie0*nb00),
+        (ie1 - ie0) * GGML_TYPE_SIZE[src0->type]);
+
+}    
 static void ggml_compute_forward_dup_f16(
         const struct ggml_compute_params * params,
         const struct ggml_tensor * src0,
@@ -6672,17 +6702,7 @@ static void ggml_compute_forward_dup_f16(
     const int nth = params->nth; // number of threads
 
     if (ggml_is_contiguous(src0) && ggml_is_contiguous(dst) && src0->type == dst->type) {
-        // parallelize by elements
-        const int ne = ggml_nelements(dst);
-        const int dr = (ne + nth - 1) / nth;
-        const int ie0 = dr * ith;
-        const int ie1 = MIN(ie0 + dr, ne);
-
-        memcpy(
-            ((char *)  dst->data + ie0*nb0),
-            ((char *) src0->data + ie0*nb00),
-            (ie1 - ie0) * GGML_TYPE_SIZE[src0->type]);
-
+        ggml_compute_forward_dup_same_cont(params, src0, dst);
         return;
     }
 
@@ -6971,17 +6991,7 @@ static void ggml_compute_forward_dup_f32(
     const int nth = params->nth; // number of threads
 
     if (ggml_is_contiguous(src0) && ggml_is_contiguous(dst) && src0->type == dst->type) {
-        // parallelize by elements
-        const int ne = ggml_nelements(dst);
-        const int dr = (ne + nth - 1) / nth;
-        const int ie0 = dr * ith;
-        const int ie1 = MIN(ie0 + dr, ne);
-
-        memcpy(
-            ((char *)  dst->data + ie0*nb0),
-            ((char *) src0->data + ie0*nb00),
-            (ie1 - ie0) * GGML_TYPE_SIZE[src0->type]);
-
+        ggml_compute_forward_dup_same_cont(params, src0, dst);
         return;
     }
 
@@ -7236,6 +7246,10 @@ static void ggml_compute_forward_dup(
         const struct ggml_compute_params * params,
         const struct ggml_tensor * src0,
         struct ggml_tensor * dst) {
+    if (ggml_is_contiguous(src0) && ggml_is_contiguous(dst) && src0->type == dst->type) {
+        ggml_compute_forward_dup_same_cont(params, src0, dst);
+        return;
+    }
     switch (src0->type) {
         case GGML_TYPE_F16:
             {