Update README.md

README.md

@@ -230,7 +230,7 @@ GPU1 => 0.00GB
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 ## Do your processes die or stop working?
-Many issues have pointed this out. And I've found that running code inside the context of `if __name__ == '__main__'` solves a lot of problems. So if you run have some problems about processes, try writing your code inside the context of `if __name__ == '__main__'`.
+Many issues have pointed this out. And I've found that running code inside the context of `if __name__ == '__main__'` solves a lot of problems. So if you run have some problems about processes, try writing your code inside the context of it.
 
 ## Are you getting some errors in docker container?
 I recently found out that ALL errors that occur in environments with limited resources such as docker containers are due to **shared memory size**. So, if you want to use larger models with parallelformers in docker containers, **INCREASE the size of shared memory by `--shm-size=?gb` or REMOVE the limitation of shared memory size by `--ipc=host`**. the larger shared memory size is required if you want to use larger model.