From f5bd310a5ee228ce7cd9487d13e316e0d437b591 Mon Sep 17 00:00:00 2001
From: Saba Fallah <10401143+sfallah@users.noreply.github.com>
Date: Fri, 5 Dec 2025 09:30:58 +0100
Subject: [PATCH] minor formatting and style

---
 tools/mtmd/clip.cpp | 19 ++++++-------------
 1 file changed, 6 insertions(+), 13 deletions(-)

diff --git a/tools/mtmd/clip.cpp b/tools/mtmd/clip.cpp
index 2cd72b8872..af03a8fe2e 100644
--- a/tools/mtmd/clip.cpp
+++ b/tools/mtmd/clip.cpp
@@ -2598,8 +2598,8 @@ private:
             kq = ggml_soft_max_ext(ctx0, kq, kq_mask, kq_scale, 0.0f);
 
             ggml_tensor * kqv = ggml_mul_mat(ctx0, v, kq);
-            cur = ggml_cont(ctx0, ggml_permute(ctx0, kqv, 0, 2, 1, 3));
-            cur = ggml_reshape_2d(ctx0, cur, cur->ne[0]*cur->ne[1], cur->ne[2]*cur->ne[3]);
+            cur = ggml_permute(ctx0, kqv, 0, 2, 1, 3);
+            cur = ggml_reshape_2d(ctx0, ggml_cont(ctx0, cur), cur->ne[0] * cur->ne[1], cur->ne[2] * cur->ne[3]);
 
         }
 
@@ -2801,7 +2801,8 @@ private:
 
                 rw = get_rel_pos(ctx0, layer.rel_pos_w, W, W); // [W, W, C]
                 rh = get_rel_pos(ctx0, layer.rel_pos_h, H, H); // [H, H, C]
-                qr = ggml_reshape_4d(ctx0, ggml_cont(ctx0, ggml_permute(ctx0, Q, 0, 2, 1, 3)), d_heads, W, H, B*n_heads);
+                qr = ggml_permute(ctx0, Q, 0, 2, 1, 3);
+                qr = ggml_reshape_4d(ctx0, ggml_cont(ctx0, qr), d_heads, W, H, B * n_heads);
 
                 const int WH_pad = GGML_PAD(W*H, GGML_KQ_MASK_PAD) - W*H;
 
@@ -2818,16 +2819,8 @@ private:
 
                 float scale = 1.0f / sqrtf((float)d_heads);
 
-                cur = build_attn(
-                    layer.o_w,
-                    layer.o_b,
-                    Q,
-                    K,
-                    V,
-                    mask,
-                    scale,
-                    il
-                ); // [B, H*W, n_embd]
+                cur = build_attn(layer.o_w, layer.o_b, Q, K, V, mask, scale,
+                                 il);  // [B, H*W, n_embd]
                 cur = ggml_reshape_4d(ctx0, ggml_cont(ctx0, cur), n_embd, W, H, B);
             }