diff --git a/src/refiners/fluxion/layers/conv.py b/src/refiners/fluxion/layers/conv.py
index 3309122..5df0d4c 100644
--- a/src/refiners/fluxion/layers/conv.py
+++ b/src/refiners/fluxion/layers/conv.py
@@ -34,36 +34,6 @@ class Conv2d(nn.Conv2d, WeightedModule):
         self.use_bias = use_bias
 
 
-class Conv1d(nn.Conv1d, WeightedModule):
-    def __init__(
-        self,
-        in_channels: int,
-        out_channels: int,
-        kernel_size: int | tuple[int],
-        stride: int | tuple[int] = 1,
-        padding: int | tuple[int] | str = 0,
-        groups: int = 1,
-        use_bias: bool = True,
-        dilation: int | tuple[int] = 1,
-        padding_mode: str = "zeros",
-        device: Device | str | None = None,
-        dtype: DType | None = None,
-    ) -> None:
-        super().__init__(  # type: ignore
-            in_channels,
-            out_channels,
-            kernel_size,
-            stride,
-            padding,
-            dilation,
-            groups,
-            use_bias,
-            padding_mode,
-            device,
-            dtype,
-        )
-
-
 class ConvTranspose2d(nn.ConvTranspose2d, WeightedModule):
     def __init__(
         self,