Custom kernel for CFG, parallel execution of sampling #8
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Speeding up the inference by speeding up the sampling for multi-vocab. Currently we are CPU bounded during sampling and biggest improvement comes from running single custom CFG kernel per decoder iteration instead of computing updated logits in each request separately.