diff --git a/docs/msa.html b/docs/msa.html
index 8752b24..d4380d7 100644
--- a/docs/msa.html
+++ b/docs/msa.html
@@ -94,7 +94,7 @@ <h2>Dataset</h2>
                     This way we ensure that all the information about the structure can only be extracted while observing MSA and not 
                     the first sequence.</p>
                 
-                <p>Then next two setps are the same as in the previous chapter (<b>Figure 2B</b>, <b>Figure 2C</b>). Finally, 
+                <p>Then next two steps are the same as in the previous chapter (<b>Figure 2B</b>, <b>Figure 2C</b>). Finally, 
                     <b>Figure 2D</b> shows samples from the toy MSA dataset. Additionally we increased the size of the dataset
                     and the length of the sequences to ensure, that the model can not memorize the first random sequences.</p>
 
@@ -190,4 +190,4 @@ <h2>Citations</h2>
 <script src="https://getbootstrap.com/docs/4.1/assets/js/vendor/popper.min.js"></script>
 <script src="https://getbootstrap.com/docs/4.1/dist/js/bootstrap.min.js"></script>
 </body>
-</html>
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+</html>