diff --git a/torchao/quantization/quantize_/workflows/float8/float8_tensor.py b/torchao/quantization/quantize_/workflows/float8/float8_tensor.py
index 5fe1555f2a..7aca6f0a7e 100644
--- a/torchao/quantization/quantize_/workflows/float8/float8_tensor.py
+++ b/torchao/quantization/quantize_/workflows/float8/float8_tensor.py
@@ -965,6 +965,23 @@ def _(func, types, args, kwargs):
     return return_and_correct_aliasing(func, args, kwargs, new_tensor)
 
 
+@implements_torch_function(torch.Tensor.t)
+def _(func, types, args, kwargs):
+    assert len(args) == 1
+    self = args[0]
+    assert len(self.block_size) == 2
+    new_tensor = self.__class__(
+        self.qdata.t(),
+        self.scale.t(),
+        (self.block_size[1], self.block_size[0]),
+        self.mm_config,
+        self.act_quant_kwargs,
+        self.kernel_preference,
+        self.dtype,
+    )
+    return new_tensor
+
+
 @implements(aten.split.Tensor)
 def _(func, types, args, kwargs):
     tensor, split_size_or_sections, dim = args