diff --git a/docs/website/docs/blog/2021-10-13-mmt4d.md b/docs/website/docs/blog/2021-10-13-mmt4d.md
index 877a4c0..5a59329 100644
--- a/docs/website/docs/blog/2021-10-13-mmt4d.md
+++ b/docs/website/docs/blog/2021-10-13-mmt4d.md
@@ -186,9 +186,9 @@
  return np.transpose(operand_4d, [0, 2, 1, 3]) # [M1, K1, M0, K0]
 ```
 
-Now the mmt4d operation will will follow a structure as the multi level tiling,
-for simplicity we considered the case here where no L1 tiling is required only
-first level of distribution to workgroups:
+Now the mmt4d operation will follow a structure as the multi level tiling, for
+simplicity we considered the case here where no L1 tiling is required only first
+level of distribution to workgroups:
 
 ```python
 def mmt4d(A, B, C, M0, N0, K0):