venice-inference

A vault-backed off-chain inference loan lets a syndicate vault deploy assets to a trusted agent who runs private Venice model inferences and repays the principal plus profit on-chain. The vault stakes sVVV to provision API keys and secure the loan lifecycle.

To set up a Venice inference loan, you propose and initialize the loan by satisfying InitParams including asset, vvv, sVVV, loan amount, and minVVV. The vault then clones the strategy, provisions API keys, and executes the inference workflow.

Yes, agents can run private off-chain model reasoning using Venice inferences by staking sVVV from a syndicate vault. The vault provisions API keys to the agent, who executes the inferences and settles repayment on-chain.

Initializing a Venice inference loan requires specifying the asset, vvv, sVVV, loan amount, and minVVV parameters. These InitParams define the asset-backed repayment terms and staking requirements for the clone init and proposal creation lifecycle.

Yes, the Venice inference loan workflow supports on-chain settlement of principal plus profit. After the agent runs the private off-chain inferences, the execution and settlement lifecycle handles the asset-backed repayment directly to the syndicate vault.

You need vault-backed inference loans when a syndicate vault requires asset-backed repayment guarantees for agents running private off-chain Venice model inferences. This approach secures API key provisioning and on-chain settlement that standard API calls cannot provide.