Typo fix

_posts/2024-04-07-attention.md

@@ -235,7 +235,7 @@ We can combine these two masks by using a simple logical `OR`, i.e. we mask out
 One more important point is the possibility of parallelizing to leverage multiple chips.
 In case of attention it turns out that parallelizing is not difficult to reason about.
 
--   We have `BATCH` dimension. Each batch is processed idepently, so we can always parallelize along this dimension.
+-   We have `BATCH` dimension. Each batch is processed independently, so we can always parallelize along this dimension.
 
 - We have `HEADS` dimension. By definition each head is independent from the other heads so we can parallelize as well.