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Use native gradient API for ForwardDiff, Enzyme, Mooncake #1354

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Restore docs MarginalLogDensities compat

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Use native gradient API for ForwardDiff, Enzyme, Mooncake #1354

Restore docs MarginalLogDensities compat
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