diff --git a/vllm_ascend/attention/mla_v1.py b/vllm_ascend/attention/mla_v1.py
index d57e7316..c5c29cbc 100644
--- a/vllm_ascend/attention/mla_v1.py
+++ b/vllm_ascend/attention/mla_v1.py
@@ -826,9 +826,9 @@ class AscendMLAImpl(MLAAttentionImpl):
             ..., self.q_lora_rank:].contiguous()
         q_a_proj_wt = self.fused_qkv_a_proj.weight.data[
             ..., :self.q_lora_rank].contiguous()
-        kv_a_proj_wt = kv_a_proj_wt.contiguous()
+        kv_a_proj_wt = kv_a_proj_wt.t().contiguous()
         kv_a_proj_wt = trans_rope_weight(kv_a_proj_wt, self.qk_rope_head_dim)
-        kv_a_proj_wt = kv_a_proj_wt.contiguous()
+        kv_a_proj_wt = kv_a_proj_wt.t().contiguous()
         wd_qkv = torch.cat((kv_a_proj_wt, q_a_proj_wt), dim=-1)
         wd_qkv = wd_qkv.t().contiguous()
         wd_qkv = transdata(wd_qkv,