Update README.md

README.md

@@ -90,7 +90,7 @@ but I will do my best to monitor them as the diffusion training progresses.
 
 The router structure will have an LRU caching system per device, depending how well accelerate takes - and those subsystems will be augmented to directly handle their own onload/offloading of information.
 
-As it stands, the router structure both optimized for wide and creates barriers that would otherwise cause wide models to corrupt or fail.
+As it stands, the router structure is optimized for wide and contains safeguards for behavior that would otherwise cause wide models to corrupt or fail.
 
 # Block 4 - The inversion.