diff --git a/python/sglang/multimodal_gen/runtime/models/dits/ltx_2.py b/python/sglang/multimodal_gen/runtime/models/dits/ltx_2.py
index 84bd3cd81..ec255d63b 100644
--- a/python/sglang/multimodal_gen/runtime/models/dits/ltx_2.py
+++ b/python/sglang/multimodal_gen/runtime/models/dits/ltx_2.py
@@ -764,11 +764,15 @@ class LTX2FeedForward(nn.Module):
         inner_dim = int(dim * mult)
 
         self.proj_in = ColumnParallelLinear(
-            dim, inner_dim, bias=True, gather_output=True, quant_config=quant_config
+            dim, inner_dim, bias=True, gather_output=False, quant_config=quant_config
         )
         self.act = nn.GELU(approximate="tanh")
-        self.proj_out = ColumnParallelLinear(
-            inner_dim, dim_out, bias=True, gather_output=True, quant_config=quant_config
+        self.proj_out = RowParallelLinear(
+            inner_dim,
+            dim_out,
+            bias=True,
+            input_is_parallel=True,
+            quant_config=quant_config,
         )
 
     def forward(self, x: torch.Tensor) -> torch.Tensor: