Update README.md

README.md

@@ -12,7 +12,7 @@ These models are made to work with [stable-diffusion.cpp](https://github.com/lee
 
 Quantized using this PR https://github.com/leejet/stable-diffusion.cpp/pull/447
 
-Normal K-quants are not working properly with SD3.5-Large models because over 90% of the weights are in tensors whose shape doesn't match the 256 superblock size of K-quants and can't be quantized. Mixing quantization types allow to take adventage of the better fidelity of k-quantto some extent while keeping the file size small.
+Normal K-quants are not working properly with SD3.5-Large models because around 90% of the weights are in tensors whose shape doesn't match the 256 superblock size of K-quants and therefore can't be quantized this way. Mixing quantization types allows us to take adventage of the better fidelity of k-quants to some extent while keeping the model file size relatively small.
 
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