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Before Cortex, there was no known way to execute on-chain machine learning models efficiently and deterministically. DApps that include machine learning models had to resort to off-chain inference, which defeats the purpose of smart contracts. Cortex has solved this problem - primarily via the CVM (which utilizes the GPU instead of CPU) and MRT (quantization and integer-only inference).
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