Determining an optimum quantity of fractional non-fungible tokens to generate for content and a content exchange

A device, comprising:

• one or more memories;
• and
• one or more processors, coupled to the one or more memories, configured to:
• identify standard parameters, and real-time parameters associated with content of a content type;
• process the content type, the standard parameters, and the real-time parameters, with a parameter unification model, to generate derived parameters for the content;
• process the derived parameters and the content type, with a multi-level linear regression machine learning model, to calculate a content score for the content;
• process the derived parameters and the content score, with a linear regression machine learning model, to calculate a quantity of fractional non-fungible tokens (f-NFTs) to generate for the content and a divestment ratio for the content;
• create a unique reference to the content;
• create a non-fungible token (NFT) for the content based on the unique reference;
• generate the quantity of f-NFTs for the content based on the NFT;
• transform a smart contract based on the f-NFTs and the divestment ratio to generate content stocks for trading;
• and
• provide the content stocks for sale on a content exchange.

A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:

• one or more instructions that, when executed by one or more processors of a device, cause the device to:
• identify standard parameters and real-time parameters associated with content of a content type;
• process the content type, the standard parameters, and the real-time parameters, with a parameter unification model, to generate derived parameters for the content;
• process the derived parameters and the content type, with a multi-level linear regression machine learning model, to calculate a content score for the content;
• process the derived parameters and the content score, with a linear regression machine learning model, to calculate a quantity of fractional non-fungible tokens (f-NFTs) to generate for the content and a divestment ratio for the content;
• create a unique reference to the content;
• create a non-fungible token (NFT) for the content based on the unique reference;
• generate the quantity of f-NFTs for the content based on the NFT;
• and
• perform one or more actions based on the quantity of f-NFTs.