While it might be possible in theory to restore your 12-word mnemonic seed on the Ledger (see instructions here), it would defy the purpose of a hardware wallet. 

The added security of a hardware wallet comes from the fact that your private keys are never exposed online. It, therefore, makes much more sense to send your funds from a hot wallet to your Ledger, rather than importing your existing mnemonic seed to it.

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