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Neither is a violin, or a typewriter, till you
find out how to use it. I typically prevent the use of the repetition penalties
simply because I really feel repetition is important to
artistic fiction, and I’d rather err on the facet of too considerably than as well small, but from time to time they
are a handy intervention GPT-3, unfortunate to say, maintains some of the weaknesses of
GPT-2 and other probability-trained autoregressive sequence
products, such as the propensity to drop into degenerate repetition. One specially
manipulates the temperature placing to bias in the direction of wilder or a lot more predictable
completions for fiction, exactly where creativeness is paramount,
it is greatest set superior, probably as high as 1, but if 1 is making an attempt to extract matters which
can be correct or completely wrong, like issue-answering, it’s superior to established it low to guarantee
it prefers the most likely completion. Each neuron has synaptic connections to as numerous as 1,000-sometimes as substantial
as 10,000-other neurons.