Update README.md

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Note that the numbers (especially timings) change slightly due to improvements in the implementation, different machines, etc.
Note that the numbers (especially timings) change slightly due to changes in the implementation, different machines, etc.
The scripts are self-contained. They depend only on Faiss and external training data that should be stored in sub-directories.